{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication\replication_logfile.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}21 Jan 2019, 22:12:16

{com}. do "C:\Users\CHRIST~1\AppData\Local\Temp\STD60c4_000000.tmp"
{txt}
{com}. ********************************************************************************
. ********************************************************************************
. clear
{txt}
{com}. set more off
{txt}
{com}. * change these paths depending on where the dataset is saved and where you
. * want to generate the output
. *global datapath "~/Dropbox/EmpireGIS/Paper/Replication"
. *global resultspath "~/Dropbox/EmpireGIS/Paper/Replication"
. 
. global datapath "C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication"
{txt}
{com}. global resultspath "C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication"
{txt}
{com}.  
. ********************************************************************************
. *  File-Name:       turnovers_analysis_Replication.do
. *  Date:            20 Jan 2019
. *  Author:          S.P.Harish & Christopher Paik
. *  Purpose:         Replication for the Historical State Stability and Economic 
. *                   Development in Europe
. *  Previous File:   None
. *  Data Used:       turnovers_replication_20191020.dta
. *  Output File:     Tables & Figures as in the paper
. *  O/S:             Mac
. *  Software Needed: esttab (for table output)
. *                   Note: you need to install the spatial program to run the 
. *                   below code
. *                   ssc install reg2hdfe
. *                   ssc install tmpdir
. *                   
. *                   Note: you will need to manually copy the ado files for 
. *                   ols_spatial_HAC and reg2hdfespatial to your ado folder
. ********************************************************************************
. 
. 
. 
. ********************************************************************************
. * Start with the master file
. ********************************************************************************
. 
. use "$datapath/turnovers_replication_20191021.dta", clear 
{txt}
{com}. 
. 
. ********************************************************************************
. * Table 1 
. ********************************************************************************
. 
. eststo clear
{txt}
{com}. 
. estpost summarize gdp2010percapita_maxarea gdp2010percapita_avg gdp2010percapita_weighted ///
>  iv2000a SQiv2000a ///
>  altiv2000a SQaltiv2000a ///
> altivTV2000a SQaltivTV2000a ///
> anystate2000a SQanystate2000a ///
> agricdate ramankutty_mean riverdist elevation_mean dist2city ///
> romanempire ottomanempire mongolianempire lat lon latlon ///
> east_europe low_region westgermany eubelt capital num_centuries ///
> mean_parl mean_plunder ///
> num_siege num_battle

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:gdp2010per~a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 19.86692}}}{space 1}{space 1}{ralign 9:{res:{sf: 125.0399}}}{space 1}{space 1}{ralign 9:{res:{sf: 11.18212}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.606349}}}{space 1}{space 1}{ralign 9:{res:{sf: 81.73209}}}{space 1}
{space 0}{space 0}{ralign 12:gdp2010per~g}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 20.67521}}}{space 1}{space 1}{ralign 9:{res:{sf: 126.4586}}}{space 1}{space 1}{ralign 9:{res:{sf: 11.24538}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.606349}}}{space 1}{space 1}{ralign 9:{res:{sf: 61.22799}}}{space 1}
{space 0}{space 0}{ralign 12:gdp2010per~d}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 20.29674}}}{space 1}{space 1}{ralign 9:{res:{sf: 124.5929}}}{space 1}{space 1}{ralign 9:{res:{sf: 11.16212}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.606349}}}{space 1}{space 1}{ralign 9:{res:{sf: 74.06461}}}{space 1}
{space 0}{space 0}{ralign 12:iv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1902051}}}{space 1}{space 1}{ralign 9:{res:{sf: .0105477}}}{space 1}{space 1}{ralign 9:{res:{sf:  .102702}}}{space 1}{space 1}{ralign 9:{res:{sf:      .05}}}{space 1}{space 1}{ralign 9:{res:{sf:      .75}}}{space 1}
{space 0}{space 0}{ralign 12:SQiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0467213}}}{space 1}{space 1}{ralign 9:{res:{sf: .0041798}}}{space 1}{space 1}{ralign 9:{res:{sf: .0646513}}}{space 1}{space 1}{ralign 9:{res:{sf:    .0025}}}{space 1}{space 1}{ralign 9:{res:{sf:    .5625}}}{space 1}
{space 0}{space 0}{ralign 12:altiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1736508}}}{space 1}{space 1}{ralign 9:{res:{sf: .0260179}}}{space 1}{space 1}{ralign 9:{res:{sf: .1613006}}}{space 1}{space 1}{ralign 9:{res:{sf: .0333333}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:SQaltiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0561615}}}{space 1}{space 1}{ralign 9:{res:{sf: .0253655}}}{space 1}{space 1}{ralign 9:{res:{sf: .1592655}}}{space 1}{space 1}{ralign 9:{res:{sf: .0011111}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:altivTV2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .2870831}}}{space 1}{space 1}{ralign 9:{res:{sf: .1102519}}}{space 1}{space 1}{ralign 9:{res:{sf: .3320421}}}{space 1}{space 1}{ralign 9:{res:{sf: .0404044}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.078928}}}{space 1}
{space 0}{space 0}{ralign 12:SQaltivTV2~a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1926222}}}{space 1}{space 1}{ralign 9:{res:{sf:  .437271}}}{space 1}{space 1}{ralign 9:{res:{sf: .6612647}}}{space 1}{space 1}{ralign 9:{res:{sf: .0016325}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.321943}}}{space 1}
{space 0}{space 0}{ralign 12:anysta~2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 16.76389}}}{space 1}{space 1}{ralign 9:{res:{sf: 19.38718}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.403087}}}{space 1}{space 1}{ralign 9:{res:{sf:        5}}}{space 1}{space 1}{ralign 9:{res:{sf:       21}}}{space 1}
{space 0}{space 0}{ralign 12:SQanys~2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:  300.407}}}{space 1}{space 1}{ralign 9:{res:{sf: 19161.14}}}{space 1}{space 1}{ralign 9:{res:{sf: 138.4238}}}{space 1}{space 1}{ralign 9:{res:{sf:       25}}}{space 1}{space 1}{ralign 9:{res:{sf:      441}}}{space 1}
{space 0}{space 0}{ralign 12:agricdate}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2277}}}{space 1}{space 1}{ralign 9:{res:{sf:     2277}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.785844}}}{space 1}{space 1}{ralign 9:{res:{sf: .5108081}}}{space 1}{space 1}{ralign 9:{res:{sf: .7147084}}}{space 1}{space 1}{ralign 9:{res:{sf:  5.41687}}}{space 1}{space 1}{ralign 9:{res:{sf:  10.0819}}}{space 1}
{space 0}{space 0}{ralign 12:ramankutty~n}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2314}}}{space 1}{space 1}{ralign 9:{res:{sf:     2314}}}{space 1}{space 1}{ralign 9:{res:{sf: .5716862}}}{space 1}{space 1}{ralign 9:{res:{sf: .0822508}}}{space 1}{space 1}{ralign 9:{res:{sf:  .286794}}}{space 1}{space 1}{ralign 9:{res:{sf:     .001}}}{space 1}{space 1}{ralign 9:{res:{sf:     .999}}}{space 1}
{space 0}{space 0}{ralign 12:riverdist}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:   81.668}}}{space 1}{space 1}{ralign 9:{res:{sf: 8479.425}}}{space 1}{space 1}{ralign 9:{res:{sf: 92.08379}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 462.4569}}}{space 1}
{space 0}{space 0}{ralign 12:elevation_~n}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2371}}}{space 1}{space 1}{ralign 9:{res:{sf:     2371}}}{space 1}{space 1}{ralign 9:{res:{sf: 297.3842}}}{space 1}{space 1}{ralign 9:{res:{sf: 117333.8}}}{space 1}{space 1}{ralign 9:{res:{sf: 342.5402}}}{space 1}{space 1}{ralign 9:{res:{sf: -1.85422}}}{space 1}{space 1}{ralign 9:{res:{sf:  2304.88}}}{space 1}
{space 0}{space 0}{ralign 12:dist2city}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 43600.29}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.66e+10}}}{space 1}{space 1}{ralign 9:{res:{sf: 128726.4}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:  2346425}}}{space 1}
{space 0}{space 0}{ralign 12:romanempire}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.074916}}}{space 1}{space 1}{ralign 9:{res:{sf: 12.27817}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.504023}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       14}}}{space 1}
{space 0}{space 0}{ralign 12:ottomanemp~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .4688552}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.854187}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.361686}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        7}}}{space 1}
{space 0}{space 0}{ralign 12:mongoliane~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0029461}}}{space 1}{space 1}{ralign 9:{res:{sf: .0029387}}}{space 1}{space 1}{ralign 9:{res:{sf: .0542096}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:lat}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 48.92129}}}{space 1}{space 1}{ralign 9:{res:{sf: 44.40676}}}{space 1}{space 1}{ralign 9:{res:{sf:  6.66384}}}{space 1}{space 1}{ralign 9:{res:{sf:  19.9333}}}{space 1}{space 1}{ralign 9:{res:{sf:  60.1058}}}{space 1}
{space 0}{space 0}{ralign 12:lon}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 10.28941}}}{space 1}{space 1}{ralign 9:{res:{sf: 119.6996}}}{space 1}{space 1}{ralign 9:{res:{sf: 10.94073}}}{space 1}{space 1}{ralign 9:{res:{sf: -17.4591}}}{space 1}{space 1}{ralign 9:{res:{sf:  34.8328}}}{space 1}
{space 0}{space 0}{ralign 12:latlon}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: 511.9042}}}{space 1}{space 1}{ralign 9:{res:{sf: 288243.7}}}{space 1}{space 1}{ralign 9:{res:{sf: 536.8833}}}{space 1}{space 1}{ralign 9:{res:{sf:-574.8182}}}{space 1}{space 1}{ralign 9:{res:{sf: 1664.425}}}{space 1}
{space 0}{space 0}{ralign 12:east_europe}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .2015993}}}{space 1}{space 1}{ralign 9:{res:{sf: .1610248}}}{space 1}{space 1}{ralign 9:{res:{sf:  .401279}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:low_region}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0185185}}}{space 1}{space 1}{ralign 9:{res:{sf: .0181832}}}{space 1}{space 1}{ralign 9:{res:{sf: .1348452}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:westgermany}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0534512}}}{space 1}{space 1}{ralign 9:{res:{sf: .0506155}}}{space 1}{space 1}{ralign 9:{res:{sf: .2249788}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:eubelt}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1052189}}}{space 1}{space 1}{ralign 9:{res:{sf: .0941875}}}{space 1}{space 1}{ralign 9:{res:{sf: .3068998}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:capital}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0151515}}}{space 1}{space 1}{ralign 9:{res:{sf: .0149282}}}{space 1}{space 1}{ralign 9:{res:{sf: .1221811}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}
{space 0}{space 0}{ralign 12:num_centur~s}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .4124579}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.774228}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.332001}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       14}}}{space 1}
{space 0}{space 0}{ralign 12:mean_parl}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .7104377}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.029382}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.740512}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        7}}}{space 1}
{space 0}{space 0}{ralign 12:mean_plunder}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .0833333}}}{space 1}{space 1}{ralign 9:{res:{sf: .1606316}}}{space 1}{space 1}{ralign 9:{res:{sf: .4007887}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        5}}}{space 1}
{space 0}{space 0}{ralign 12:num_siege}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1279461}}}{space 1}{space 1}{ralign 9:{res:{sf: .2530966}}}{space 1}{space 1}{ralign 9:{res:{sf:  .503087}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        6}}}{space 1}
{space 0}{space 0}{ralign 12:num_battle}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf:     2376}}}{space 1}{space 1}{ralign 9:{res:{sf: .1994949}}}{space 1}{space 1}{ralign 9:{res:{sf:  .399764}}}{space 1}{space 1}{ralign 9:{res:{sf: .6322689}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        9}}}{space 1}

{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}
{space 0}{space 0}{ralign 12:gdp2010per~a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 47203.81}}}{space 1}
{space 0}{space 0}{ralign 12:gdp2010per~g}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 49124.31}}}{space 1}
{space 0}{space 0}{ralign 12:gdp2010per~d}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 48225.06}}}{space 1}
{space 0}{space 0}{ralign 12:iv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 451.9274}}}{space 1}
{space 0}{space 0}{ralign 12:SQiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 111.0097}}}{space 1}
{space 0}{space 0}{ralign 12:altiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 412.5942}}}{space 1}
{space 0}{space 0}{ralign 12:SQaltiv2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 133.4398}}}{space 1}
{space 0}{space 0}{ralign 12:altivTV2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 682.1094}}}{space 1}
{space 0}{space 0}{ralign 12:SQaltivTV2~a}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 457.6704}}}{space 1}
{space 0}{space 0}{ralign 12:anysta~2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:    39831}}}{space 1}
{space 0}{space 0}{ralign 12:SQanys~2000a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   713767}}}{space 1}
{space 0}{space 0}{ralign 12:agricdate}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 15451.37}}}{space 1}
{space 0}{space 0}{ralign 12:ramankutty~n}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1322.882}}}{space 1}
{space 0}{space 0}{ralign 12:riverdist}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 194043.2}}}{space 1}
{space 0}{space 0}{ralign 12:elevation_~n}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   705098}}}{space 1}
{space 0}{space 0}{ralign 12:dist2city}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 1.04e+08}}}{space 1}
{space 0}{space 0}{ralign 12:romanempire}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     7306}}}{space 1}
{space 0}{space 0}{ralign 12:ottomanemp~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1114}}}{space 1}
{space 0}{space 0}{ralign 12:mongoliane~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        7}}}{space 1}
{space 0}{space 0}{ralign 12:lat}{space 1}{c |}{space 1}{ralign 9:{res:{sf:   116237}}}{space 1}
{space 0}{space 0}{ralign 12:lon}{space 1}{c |}{space 1}{ralign 9:{res:{sf: 24447.64}}}{space 1}
{space 0}{space 0}{ralign 12:latlon}{space 1}{c |}{space 1}{ralign 9:{res:{sf:  1216284}}}{space 1}
{space 0}{space 0}{ralign 12:east_europe}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      479}}}{space 1}
{space 0}{space 0}{ralign 12:low_region}{space 1}{c |}{space 1}{ralign 9:{res:{sf:       44}}}{space 1}
{space 0}{space 0}{ralign 12:westgermany}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      127}}}{space 1}
{space 0}{space 0}{ralign 12:eubelt}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      250}}}{space 1}
{space 0}{space 0}{ralign 12:capital}{space 1}{c |}{space 1}{ralign 9:{res:{sf:       36}}}{space 1}
{space 0}{space 0}{ralign 12:num_centur~s}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      980}}}{space 1}
{space 0}{space 0}{ralign 12:mean_parl}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1688}}}{space 1}
{space 0}{space 0}{ralign 12:mean_plunder}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      198}}}{space 1}
{space 0}{space 0}{ralign 12:num_siege}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      304}}}{space 1}
{space 0}{space 0}{ralign 12:num_battle}{space 1}{c |}{space 1}{ralign 9:{res:{sf:      474}}}{space 1}

{com}. 
. 
. esttab using "$resultspath/SummaryStats.tex"    ///
>         , ///
>         cells("mean(fmt(2)) sd(fmt(2)) min(fmt(2)) max(fmt(2)) count(fmt(0))") ///
>         substitute(m$ m\\$)     ///
>         nonumber label replace unstack nomtitle noobs
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/SummaryStats.tex"'})

{com}. 
. eststo clear
{txt}
{com}. 
. 
. 
. ********************************************************************************
. * Table 2
. ********************************************************************************
. 
. foreach dv of varlist loggdp2010percapita_maxarea {c -(}
{txt}  2{com}. 
. eststo clear
{txt}  3{com}. 
. eststo: xi: reg `dv' iv2000a SQiv2000a i.entity_id2000, robust
{txt}  4{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean i.entity_id2000, robust
{txt}  5{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean elevation_mean i.entity_id2000, robust
{txt}  6{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist i.entity_id2000, robust
{txt}  7{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate i.entity_id2000, robust
{txt}  8{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate dist2city i.entity_id2000, robust
{txt}  9{com}. eststo: xi: reg `dv' iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon i.entity_id2000, robust
{txt} 10{com}. 
. esttab using "$resultspath/`dv'.tex", booktabs label replace ///
> compress nomtitles nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> indicate("Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = lat" "Longitude = lon" "Lat*Lon = latlon" "Country FE in Yr2000 = _I*", label($\checkmark$ ))       ///
> drop(_cons) nonotes
{txt} 11{com}. 
. eststo clear
{txt} 12{com}. 
. {c )-}
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)

Linear regression                               Number of obs     = {res}     2,376
                                                {txt}{help j_robustsingular:F(39, 2333) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8949
                                                {txt}Root MSE          =    {res} .22692

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .9437078{col 30}{space 2} .1570079{col 41}{space 1}    6.01{col 50}{space 3}0.000{col 58}{space 4} .6358182{col 71}{space 3} 1.251597
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.327264{col 30}{space 2} .1932024{col 41}{space 1}   -6.87{col 50}{space 3}0.000{col 58}{space 4} -1.70613{col 71}{space 3}-.9483975
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.9014659{col 30}{space 2} .0168184{col 41}{space 1}  -53.60{col 50}{space 3}0.000{col 58}{space 4}-.9344464{col 71}{space 3}-.8684854
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-2.229491{col 30}{space 2}  .041674{col 41}{space 1}  -53.50{col 50}{space 3}0.000{col 58}{space 4}-2.311213{col 71}{space 3}-2.147769
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}-.6067147{col 30}{space 2} .0063448{col 41}{space 1}  -95.62{col 50}{space 3}0.000{col 58}{space 4}-.6191567{col 71}{space 3}-.5942727
{txt}{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-2.372011{col 30}{space 2} .0980176{col 41}{space 1}  -24.20{col 50}{space 3}0.000{col 58}{space 4}-2.564222{col 71}{space 3}  -2.1798
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .2118587{col 30}{space 2} .0249965{col 41}{space 1}    8.48{col 50}{space 3}0.000{col 58}{space 4} .1628412{col 71}{space 3} .2608763
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.3879794{col 30}{space 2} .0214561{col 41}{space 1}  -18.08{col 50}{space 3}0.000{col 58}{space 4}-.4300545{col 71}{space 3}-.3459043
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.2400192{col 30}{space 2}  .021282{col 41}{space 1}  -11.28{col 50}{space 3}0.000{col 58}{space 4}-.2817529{col 71}{space 3}-.1982856
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .4032394{col 30}{space 2} .0279763{col 41}{space 1}   14.41{col 50}{space 3}0.000{col 58}{space 4} .3483784{col 71}{space 3} .4581003
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.3413661{col 30}{space 2}  .018819{col 41}{space 1}  -18.14{col 50}{space 3}0.000{col 58}{space 4}-.3782698{col 71}{space 3}-.3044623
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-1.074494{col 30}{space 2} .0590422{col 41}{space 1}  -18.20{col 50}{space 3}0.000{col 58}{space 4}-1.190275{col 71}{space 3}-.9587138
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-2.024542{col 30}{space 2} .1578999{col 41}{space 1}  -12.82{col 50}{space 3}0.000{col 58}{space 4}-2.334181{col 71}{space 3}-1.714904
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}-.4044747{col 30}{space 2} .0342702{col 41}{space 1}  -11.80{col 50}{space 3}0.000{col 58}{space 4}-.4716779{col 71}{space 3}-.3372716
{txt}_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.803928{col 30}{space 2} .0626025{col 41}{space 1}  -28.82{col 50}{space 3}0.000{col 58}{space 4} -1.92669{col 71}{space 3}-1.681165
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.2736099{col 30}{space 2} .0202145{col 41}{space 1}  -13.54{col 50}{space 3}0.000{col 58}{space 4}-.3132502{col 71}{space 3}-.2339696
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.561073{col 30}{space 2} .0562074{col 41}{space 1}  -27.77{col 50}{space 3}0.000{col 58}{space 4}-1.671294{col 71}{space 3}-1.450851
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-1.303706{col 30}{space 2} .1226843{col 41}{space 1}  -10.63{col 50}{space 3}0.000{col 58}{space 4}-1.544287{col 71}{space 3}-1.063124
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.464521{col 30}{space 2} .0326359{col 41}{space 1}  -44.87{col 50}{space 3}0.000{col 58}{space 4}-1.528519{col 71}{space 3}-1.400523
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-1.413847{col 30}{space 2}  .017259{col 41}{space 1}  -81.92{col 50}{space 3}0.000{col 58}{space 4}-1.447692{col 71}{space 3}-1.380003
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-1.177359{col 30}{space 2} .0515967{col 41}{space 1}  -22.82{col 50}{space 3}0.000{col 58}{space 4}-1.278539{col 71}{space 3}-1.076179
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.7261598{col 30}{space 2} .0451191{col 41}{space 1}  -16.09{col 50}{space 3}0.000{col 58}{space 4}-.8146375{col 71}{space 3}-.6376822
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.549268{col 30}{space 2}  .026466{col 41}{space 1}  -58.54{col 50}{space 3}0.000{col 58}{space 4}-1.601167{col 71}{space 3}-1.497368
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .0732044{col 30}{space 2} .0460564{col 41}{space 1}    1.59{col 50}{space 3}0.112{col 58}{space 4}-.0171113{col 71}{space 3} .1635201
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2}-.3370512{col 30}{space 2} .0113097{col 41}{space 1}  -29.80{col 50}{space 3}0.000{col 58}{space 4}-.3592292{col 71}{space 3}-.3148731
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-1.332465{col 30}{space 2} .0384042{col 41}{space 1}  -34.70{col 50}{space 3}0.000{col 58}{space 4}-1.407775{col 71}{space 3}-1.257155
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-1.268828{col 30}{space 2} .0389594{col 41}{space 1}  -32.57{col 50}{space 3}0.000{col 58}{space 4}-1.345227{col 71}{space 3} -1.19243
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}-.2735501{col 30}{space 2} .0242305{col 41}{space 1}  -11.29{col 50}{space 3}0.000{col 58}{space 4}-.3210657{col 71}{space 3}-.2260344
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-2.035041{col 30}{space 2} .1671838{col 41}{space 1}  -12.17{col 50}{space 3}0.000{col 58}{space 4}-2.362885{col 71}{space 3}-1.707196
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.836937{col 30}{space 2} .0260101{col 41}{space 1}  -70.62{col 50}{space 3}0.000{col 58}{space 4}-1.887942{col 71}{space 3}-1.785931
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2} .3822468{col 30}{space 2} .0467739{col 41}{space 1}    8.17{col 50}{space 3}0.000{col 58}{space 4}  .290524{col 71}{space 3} .4739696
{txt}_Ientity_id_5666 {c |}{col 18}{res}{space 2}-.1223993{col 30}{space 2} .0511854{col 41}{space 1}   -2.39{col 50}{space 3}0.017{col 58}{space 4}-.2227729{col 71}{space 3}-.0220258
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}-.1157056{col 30}{space 2}  .079633{col 41}{space 1}   -1.45{col 50}{space 3}0.146{col 58}{space 4}-.2718644{col 71}{space 3} .0404533
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} .9823992{col 30}{space 2} .0113097{col 41}{space 1}   86.86{col 50}{space 3}0.000{col 58}{space 4} .9602211{col 71}{space 3} 1.004577
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2}-.0627665{col 30}{space 2} .0492278{col 41}{space 1}   -1.28{col 50}{space 3}0.202{col 58}{space 4}-.1593014{col 71}{space 3} .0337683
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-1.100824{col 30}{space 2} .2270623{col 41}{space 1}   -4.85{col 50}{space 3}0.000{col 58}{space 4}-1.546089{col 71}{space 3} -.655559
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2} -2.13507{col 30}{space 2} .4200783{col 41}{space 1}   -5.08{col 50}{space 3}0.000{col 58}{space 4}-2.958836{col 71}{space 3}-1.311304
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0991397{col 30}{space 2} .0393812{col 41}{space 1}   -2.52{col 50}{space 3}0.012{col 58}{space 4}-.1763654{col 71}{space 3}-.0219139
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .0809244{col 30}{space 2} .0241265{col 41}{space 1}    3.35{col 50}{space 3}0.001{col 58}{space 4} .0336127{col 71}{space 3} .1282361
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-1.076365{col 30}{space 2} .0641084{col 41}{space 1}  -16.79{col 50}{space 3}0.000{col 58}{space 4}-1.202081{col 71}{space 3}  -.95065
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.7278214{col 30}{space 2} .0454624{col 41}{space 1}  -16.01{col 50}{space 3}0.000{col 58}{space 4}-.8169724{col 71}{space 3}-.6386703
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.6762642{col 30}{space 2} .0391014{col 41}{space 1}  -17.30{col 50}{space 3}0.000{col 58}{space 4}-.7529413{col 71}{space 3}-.5995871
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 3.273673{col 30}{space 2} .0073891{col 41}{space 1}  443.04{col 50}{space 3}0.000{col 58}{space 4} 3.259183{col 71}{space 3} 3.288163
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,314
                                                {txt}F(41, 2272)       =  {res} 16071.31
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8976
                                                {txt}Root MSE          =    {res} .22579

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.005801{col 30}{space 2} .1589071{col 41}{space 1}    6.33{col 50}{space 3}0.000{col 58}{space 4} .6941827{col 71}{space 3} 1.317419
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.419869{col 30}{space 2} .1954005{col 41}{space 1}   -7.27{col 50}{space 3}0.000{col 58}{space 4}-1.803051{col 71}{space 3}-1.036687
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0247738{col 30}{space 2} .0232001{col 41}{space 1}    1.07{col 50}{space 3}0.286{col 58}{space 4}-.0207217{col 71}{space 3} .0702693
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-1.882688{col 30}{space 2} .0099349{col 41}{space 1} -189.50{col 50}{space 3}0.000{col 58}{space 4} -1.90217{col 71}{space 3}-1.863205
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-3.220902{col 30}{space 2} .0370707{col 41}{space 1}  -86.89{col 50}{space 3}0.000{col 58}{space 4}-3.293598{col 71}{space 3}-3.148206
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-3.356224{col 30}{space 2} .0962318{col 41}{space 1}  -34.88{col 50}{space 3}0.000{col 58}{space 4}-3.544935{col 71}{space 3}-3.167512
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}-.7648406{col 30}{space 2} .0197928{col 41}{space 1}  -38.64{col 50}{space 3}0.000{col 58}{space 4}-.8036544{col 71}{space 3}-.7260267
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-1.376448{col 30}{space 2}  .014445{col 41}{space 1}  -95.29{col 50}{space 3}0.000{col 58}{space 4}-1.404775{col 71}{space 3}-1.348122
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-1.226673{col 30}{space 2} .0122803{col 41}{space 1}  -99.89{col 50}{space 3}0.000{col 58}{space 4}-1.250755{col 71}{space 3}-1.202591
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2}-.5680558{col 30}{space 2} .0263801{col 41}{space 1}  -21.53{col 50}{space 3}0.000{col 58}{space 4}-.6197875{col 71}{space 3}-.5163241
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-1.322067{col 30}{space 2} .0149315{col 41}{space 1}  -88.54{col 50}{space 3}0.000{col 58}{space 4}-1.351348{col 71}{space 3}-1.292787
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-2.062136{col 30}{space 2} .0577396{col 41}{space 1}  -35.71{col 50}{space 3}0.000{col 58}{space 4}-2.175364{col 71}{space 3}-1.948909
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-3.012635{col 30}{space 2} .1568527{col 41}{space 1}  -19.21{col 50}{space 3}0.000{col 58}{space 4}-3.320224{col 71}{space 3}-2.705046
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}-1.388802{col 30}{space 2} .0312456{col 41}{space 1}  -44.45{col 50}{space 3}0.000{col 58}{space 4}-1.450075{col 71}{space 3}-1.327529
{txt}_Ientity_id_2115 {c |}{col 18}{res}{space 2} -2.78347{col 30}{space 2}  .062785{col 41}{space 1}  -44.33{col 50}{space 3}0.000{col 58}{space 4}-2.906592{col 71}{space 3}-2.660348
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-1.253705{col 30}{space 2} .0164984{col 41}{space 1}  -75.99{col 50}{space 3}0.000{col 58}{space 4}-1.286058{col 71}{space 3}-1.221351
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-2.534795{col 30}{space 2} .0564273{col 41}{space 1}  -44.92{col 50}{space 3}0.000{col 58}{space 4} -2.64545{col 71}{space 3}-2.424141
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-2.277823{col 30}{space 2} .1229139{col 41}{space 1}  -18.53{col 50}{space 3}0.000{col 58}{space 4}-2.518859{col 71}{space 3}-2.036788
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-2.455327{col 30}{space 2}  .030946{col 41}{space 1}  -79.34{col 50}{space 3}0.000{col 58}{space 4}-2.516012{col 71}{space 3}-2.394641
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-2.392848{col 30}{space 2}  .015852{col 41}{space 1} -150.95{col 50}{space 3}0.000{col 58}{space 4}-2.423934{col 71}{space 3}-2.361762
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-2.163966{col 30}{space 2} .0508519{col 41}{space 1}  -42.55{col 50}{space 3}0.000{col 58}{space 4}-2.263687{col 71}{space 3}-2.064245
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-1.752721{col 30}{space 2} .0404062{col 41}{space 1}  -43.38{col 50}{space 3}0.000{col 58}{space 4}-1.831958{col 71}{space 3}-1.673484
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-2.523152{col 30}{space 2} .0285271{col 41}{space 1}  -88.45{col 50}{space 3}0.000{col 58}{space 4}-2.579094{col 71}{space 3} -2.46721
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}-.9091297{col 30}{space 2} .0443125{col 41}{space 1}  -20.52{col 50}{space 3}0.000{col 58}{space 4} -.996027{col 71}{space 3}-.8222324
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2}-1.322346{col 30}{space 2} .0031828{col 41}{space 1} -415.46{col 50}{space 3}0.000{col 58}{space 4}-1.328587{col 71}{space 3}-1.316104
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-2.308456{col 30}{space 2} .0390779{col 41}{space 1}  -59.07{col 50}{space 3}0.000{col 58}{space 4}-2.385088{col 71}{space 3}-2.231824
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-2.253539{col 30}{space 2} .0390152{col 41}{space 1}  -57.76{col 50}{space 3}0.000{col 58}{space 4}-2.330048{col 71}{space 3} -2.17703
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}-1.252754{col 30}{space 2} .0237931{col 41}{space 1}  -52.65{col 50}{space 3}0.000{col 58}{space 4}-1.299412{col 71}{space 3}-1.206095
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-3.023253{col 30}{space 2} .1678873{col 41}{space 1}  -18.01{col 50}{space 3}0.000{col 58}{space 4}-3.352482{col 71}{space 3}-2.694024
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-2.820596{col 30}{space 2} .0250101{col 41}{space 1} -112.78{col 50}{space 3}0.000{col 58}{space 4}-2.869641{col 71}{space 3}-2.771551
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}-.6105757{col 30}{space 2} .0579705{col 41}{space 1}  -10.53{col 50}{space 3}0.000{col 58}{space 4}-.7242563{col 71}{space 3}-.4968952
{txt}_Ientity_id_5666 {c |}{col 18}{res}{space 2}-1.096949{col 30}{space 2} .0500248{col 41}{space 1}  -21.93{col 50}{space 3}0.000{col 58}{space 4}-1.195048{col 71}{space 3}-.9988498
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}-1.097762{col 30}{space 2}  .078543{col 41}{space 1}  -13.98{col 50}{space 3}0.000{col 58}{space 4}-1.251785{col 71}{space 3}-.9437382
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2}-1.039952{col 30}{space 2} .0482019{col 41}{space 1}  -21.57{col 50}{space 3}0.000{col 58}{space 4}-1.134477{col 71}{space 3} -.945428
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-2.092421{col 30}{space 2} .2261013{col 41}{space 1}   -9.25{col 50}{space 3}0.000{col 58}{space 4}-2.535808{col 71}{space 3}-1.649034
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-3.119773{col 30}{space 2} .4190228{col 41}{space 1}   -7.45{col 50}{space 3}0.000{col 58}{space 4}-3.941481{col 71}{space 3}-2.298066
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}  -1.0761{col 30}{space 2} .0372775{col 41}{space 1}  -28.87{col 50}{space 3}0.000{col 58}{space 4}-1.149202{col 71}{space 3}-1.002999
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2}-.8973507{col 30}{space 2} .0184153{col 41}{space 1}  -48.73{col 50}{space 3}0.000{col 58}{space 4}-.9334633{col 71}{space 3} -.861238
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} -2.05853{col 30}{space 2} .0622487{col 41}{space 1}  -33.07{col 50}{space 3}0.000{col 58}{space 4}-2.180601{col 71}{space 3} -1.93646
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-1.710213{col 30}{space 2} .0437681{col 41}{space 1}  -39.07{col 50}{space 3}0.000{col 58}{space 4}-1.796043{col 71}{space 3}-1.624384
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-1.699595{col 30}{space 2} .0368035{col 41}{space 1}  -46.18{col 50}{space 3}0.000{col 58}{space 4}-1.771767{col 71}{space 3}-1.627423
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 4.233451{col 30}{space 2} .0232362{col 41}{space 1}  182.19{col 50}{space 3}0.000{col 58}{space 4} 4.187884{col 71}{space 3} 4.279017
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,313
                                                {txt}F(42, 2270)       =  {res}  7813.96
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8983
                                                {txt}Root MSE          =    {res} .22507

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.053503{col 30}{space 2}  .159622{col 41}{space 1}    6.60{col 50}{space 3}0.000{col 58}{space 4} .7404823{col 71}{space 3} 1.366523
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.472747{col 30}{space 2} .1961124{col 41}{space 1}   -7.51{col 50}{space 3}0.000{col 58}{space 4}-1.857325{col 71}{space 3}-1.088169
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0481879{col 30}{space 2} .0221871{col 41}{space 1}    2.17{col 50}{space 3}0.030{col 58}{space 4} .0046788{col 71}{space 3} .0916969
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000511{col 30}{space 2} .0000189{col 41}{space 1}    2.70{col 50}{space 3}0.007{col 58}{space 4}  .000014{col 71}{space 3} .0000882
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} 1.133696{col 30}{space 2} .1693783{col 41}{space 1}    6.69{col 50}{space 3}0.000{col 58}{space 4} .8015435{col 71}{space 3} 1.465848
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-.2142299{col 30}{space 2} .1734231{col 41}{space 1}   -1.24{col 50}{space 3}0.217{col 58}{space 4}-.5543142{col 71}{space 3} .1258544
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-.3611053{col 30}{space 2} .1952536{col 41}{space 1}   -1.85{col 50}{space 3}0.065{col 58}{space 4}-.7439995{col 71}{space 3} .0217888
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} 2.271783{col 30}{space 2} .1707589{col 41}{space 1}   13.30{col 50}{space 3}0.000{col 58}{space 4} 1.936923{col 71}{space 3} 2.606643
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} 1.626621{col 30}{space 2} .1700607{col 41}{space 1}    9.56{col 50}{space 3}0.000{col 58}{space 4} 1.293131{col 71}{space 3} 1.960112
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} 1.790358{col 30}{space 2} .1696294{col 41}{space 1}   10.55{col 50}{space 3}0.000{col 58}{space 4} 1.457713{col 71}{space 3} 2.123003
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} 2.457961{col 30}{space 2} .1717734{col 41}{space 1}   14.31{col 50}{space 3}0.000{col 58}{space 4} 2.121111{col 71}{space 3}  2.79481
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2} 1.713498{col 30}{space 2} .1698318{col 41}{space 1}   10.09{col 50}{space 3}0.000{col 58}{space 4} 1.380456{col 71}{space 3} 2.046539
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2} .9538248{col 30}{space 2} .1784201{col 41}{space 1}    5.35{col 50}{space 3}0.000{col 58}{space 4} .6039412{col 71}{space 3} 1.303708
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-.0027732{col 30}{space 2} .2329801{col 41}{space 1}   -0.01{col 50}{space 3}0.991{col 58}{space 4}-.4596495{col 71}{space 3} .4541031
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2} 1.638518{col 30}{space 2} .1709844{col 41}{space 1}    9.58{col 50}{space 3}0.000{col 58}{space 4} 1.303216{col 71}{space 3}  1.97382
{txt}_Ientity_id_2115 {c |}{col 18}{res}{space 2} .2382759{col 30}{space 2} .1799846{col 41}{space 1}    1.32{col 50}{space 3}0.186{col 58}{space 4}-.1146757{col 71}{space 3} .5912275
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} 1.773729{col 30}{space 2} .1697505{col 41}{space 1}   10.45{col 50}{space 3}0.000{col 58}{space 4} 1.440847{col 71}{space 3} 2.106612
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2} .5081323{col 30}{space 2} .1780135{col 41}{space 1}    2.85{col 50}{space 3}0.004{col 58}{space 4} .1590461{col 71}{space 3} .8572185
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} .7592753{col 30}{space 2} .2083806{col 41}{space 1}    3.64{col 50}{space 3}0.000{col 58}{space 4}  .350639{col 71}{space 3} 1.167912
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}  .567045{col 30}{space 2} .1713243{col 41}{space 1}    3.31{col 50}{space 3}0.001{col 58}{space 4} .2310763{col 71}{space 3} .9030136
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} .6390812{col 30}{space 2} .1694871{col 41}{space 1}    3.77{col 50}{space 3}0.000{col 58}{space 4} .3067154{col 71}{space 3}  .971447
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2} .8339801{col 30}{space 2} .1774842{col 41}{space 1}    4.70{col 50}{space 3}0.000{col 58}{space 4} .4859318{col 71}{space 3} 1.182028
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2} 1.268964{col 30}{space 2} .1740947{col 41}{space 1}    7.29{col 50}{space 3}0.000{col 58}{space 4} .9275629{col 71}{space 3} 1.610366
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2} .5203794{col 30}{space 2} .1712081{col 41}{space 1}    3.04{col 50}{space 3}0.002{col 58}{space 4} .1846386{col 71}{space 3} .8561202
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}  2.12836{col 30}{space 2} .1747375{col 41}{space 1}   12.18{col 50}{space 3}0.000{col 58}{space 4} 1.785698{col 71}{space 3} 2.471021
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} 1.700045{col 30}{space 2} .1687243{col 41}{space 1}   10.08{col 50}{space 3}0.000{col 58}{space 4} 1.369175{col 71}{space 3} 2.030915
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}   .72999{col 30}{space 2} .1730786{col 41}{space 1}    4.22{col 50}{space 3}0.000{col 58}{space 4} .3905812{col 71}{space 3} 1.069399
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} .7921219{col 30}{space 2} .1731479{col 41}{space 1}    4.57{col 50}{space 3}0.000{col 58}{space 4} .4525773{col 71}{space 3} 1.131667
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} 1.759428{col 30}{space 2} .1701167{col 41}{space 1}   10.34{col 50}{space 3}0.000{col 58}{space 4} 1.425828{col 71}{space 3} 2.093028
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2} .1962205{col 30}{space 2} .1704393{col 41}{space 1}    1.15{col 50}{space 3}0.250{col 58}{space 4}-.1380125{col 71}{space 3} .5304535
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2} 2.436968{col 30}{space 2} .1788307{col 41}{space 1}   13.63{col 50}{space 3}0.000{col 58}{space 4} 2.086279{col 71}{space 3} 2.787657
{txt}_Ientity_id_5666 {c |}{col 18}{res}{space 2} 1.876338{col 30}{space 2} .1779811{col 41}{space 1}   10.54{col 50}{space 3}0.000{col 58}{space 4} 1.527316{col 71}{space 3} 2.225361
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} 1.932882{col 30}{space 2}  .186899{col 41}{space 1}   10.34{col 50}{space 3}0.000{col 58}{space 4} 1.566371{col 71}{space 3} 2.299393
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 3.018989{col 30}{space 2}  .168842{col 41}{space 1}   17.88{col 50}{space 3}0.000{col 58}{space 4} 2.687888{col 71}{space 3}  3.35009
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} 1.953083{col 30}{space 2} .1769041{col 41}{space 1}   11.04{col 50}{space 3}0.000{col 58}{space 4} 1.606172{col 71}{space 3} 2.299994
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}  .924117{col 30}{space 2} .2832765{col 41}{space 1}    3.26{col 50}{space 3}0.001{col 58}{space 4} .3686091{col 71}{space 3} 1.479625
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-.1350497{col 30}{space 2} .4556219{col 41}{space 1}   -0.30{col 50}{space 3}0.767{col 58}{space 4}-1.028529{col 71}{space 3} .7584293
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2} 1.952037{col 30}{space 2} .1730826{col 41}{space 1}   11.28{col 50}{space 3}0.000{col 58}{space 4}  1.61262{col 71}{space 3} 2.291453
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} 2.140723{col 30}{space 2} .1707131{col 41}{space 1}   12.54{col 50}{space 3}0.000{col 58}{space 4} 1.805953{col 71}{space 3} 2.475493
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .9557663{col 30}{space 2} .1805916{col 41}{space 1}    5.29{col 50}{space 3}0.000{col 58}{space 4} .6016245{col 71}{space 3} 1.309908
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2} 1.302105{col 30}{space 2} .1744142{col 41}{space 1}    7.47{col 50}{space 3}0.000{col 58}{space 4} .9600773{col 71}{space 3} 1.644133
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} 1.311987{col 30}{space 2} .1730617{col 41}{space 1}    7.58{col 50}{space 3}0.000{col 58}{space 4}  .972611{col 71}{space 3} 1.651362
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}  1.17513{col 30}{space 2} .1702831{col 41}{space 1}    6.90{col 50}{space 3}0.000{col 58}{space 4} .8412032{col 71}{space 3} 1.509057
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,313
                                                {txt}F(43, 2269)       =  {res}  3460.22
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8998
                                                {txt}Root MSE          =    {res} .22335

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.154519{col 30}{space 2} .1601618{col 41}{space 1}    7.21{col 50}{space 3}0.000{col 58}{space 4} .8404403{col 71}{space 3} 1.468598
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.604926{col 30}{space 2} .1981596{col 41}{space 1}   -8.10{col 50}{space 3}0.000{col 58}{space 4}-1.993519{col 71}{space 3}-1.216333
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0554258{col 30}{space 2} .0220235{col 41}{space 1}    2.52{col 50}{space 3}0.012{col 58}{space 4} .0122375{col 71}{space 3}  .098614
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000882{col 30}{space 2}   .00002{col 41}{space 1}    4.42{col 50}{space 3}0.000{col 58}{space 4}  .000049{col 71}{space 3} .0001273
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0004247{col 30}{space 2} .0000649{col 41}{space 1}   -6.54{col 50}{space 3}0.000{col 58}{space 4}-.0005519{col 71}{space 3}-.0002974
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} 1.072466{col 30}{space 2} .1567476{col 41}{space 1}    6.84{col 50}{space 3}0.000{col 58}{space 4} .7650828{col 71}{space 3}  1.37985
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-.3142767{col 30}{space 2} .1617501{col 41}{space 1}   -1.94{col 50}{space 3}0.052{col 58}{space 4}-.6314703{col 71}{space 3} .0029169
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-.4398292{col 30}{space 2}  .184324{col 41}{space 1}   -2.39{col 50}{space 3}0.017{col 58}{space 4}-.8012905{col 71}{space 3} -.078368
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}  2.16771{col 30}{space 2} .1586908{col 41}{space 1}   13.66{col 50}{space 3}0.000{col 58}{space 4} 1.856515{col 71}{space 3} 2.478904
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} 1.539925{col 30}{space 2}  .157804{col 41}{space 1}    9.76{col 50}{space 3}0.000{col 58}{space 4}  1.23047{col 71}{space 3}  1.84938
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} 1.716034{col 30}{space 2} .1571725{col 41}{space 1}   10.92{col 50}{space 3}0.000{col 58}{space 4} 1.407817{col 71}{space 3} 2.024251
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2}  2.34738{col 30}{space 2} .1598652{col 41}{space 1}   14.68{col 50}{space 3}0.000{col 58}{space 4} 2.033883{col 71}{space 3} 2.660877
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2} 1.610798{col 30}{space 2} .1577713{col 41}{space 1}   10.21{col 50}{space 3}0.000{col 58}{space 4} 1.301407{col 71}{space 3} 1.920189
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2} .8476071{col 30}{space 2} .1677675{col 41}{space 1}    5.05{col 50}{space 3}0.000{col 58}{space 4} .5186133{col 71}{space 3} 1.176601
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-.1030332{col 30}{space 2} .2249416{col 41}{space 1}   -0.46{col 50}{space 3}0.647{col 58}{space 4}-.5441459{col 71}{space 3} .3380795
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2} 1.528901{col 30}{space 2} .1586745{col 41}{space 1}    9.64{col 50}{space 3}0.000{col 58}{space 4} 1.217739{col 71}{space 3} 1.840063
{txt}_Ientity_id_2115 {c |}{col 18}{res}{space 2} .2427342{col 30}{space 2} .1688023{col 41}{space 1}    1.44{col 50}{space 3}0.151{col 58}{space 4}-.0882888{col 71}{space 3} .5737572
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} 1.695902{col 30}{space 2} .1572072{col 41}{space 1}   10.79{col 50}{space 3}0.000{col 58}{space 4} 1.387617{col 71}{space 3} 2.004187
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2} .4537112{col 30}{space 2} .1648367{col 41}{space 1}    2.75{col 50}{space 3}0.006{col 58}{space 4} .1304647{col 71}{space 3} .7769577
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} .7694811{col 30}{space 2} .1978762{col 41}{space 1}    3.89{col 50}{space 3}0.000{col 58}{space 4} .3814439{col 71}{space 3} 1.157518
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .4889982{col 30}{space 2} .1587103{col 41}{space 1}    3.08{col 50}{space 3}0.002{col 58}{space 4} .1777656{col 71}{space 3} .8002307
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} .6198246{col 30}{space 2} .1566052{col 41}{space 1}    3.96{col 50}{space 3}0.000{col 58}{space 4} .3127203{col 71}{space 3} .9269289
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2} .7194702{col 30}{space 2} .1661064{col 41}{space 1}    4.33{col 50}{space 3}0.000{col 58}{space 4}  .393734{col 71}{space 3} 1.045206
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}  1.17412{col 30}{space 2} .1619097{col 41}{space 1}    7.25{col 50}{space 3}0.000{col 58}{space 4} .8566133{col 71}{space 3} 1.491626
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2} .4540334{col 30}{space 2} .1581843{col 41}{space 1}    2.87{col 50}{space 3}0.004{col 58}{space 4} .1438325{col 71}{space 3} .7642344
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} 2.027634{col 30}{space 2} .1628444{col 41}{space 1}   12.45{col 50}{space 3}0.000{col 58}{space 4} 1.708295{col 71}{space 3} 2.346974
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} 1.585989{col 30}{space 2} .1567987{col 41}{space 1}   10.11{col 50}{space 3}0.000{col 58}{space 4} 1.278505{col 71}{space 3} 1.893473
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2} .6827245{col 30}{space 2} .1608296{col 41}{space 1}    4.25{col 50}{space 3}0.000{col 58}{space 4} .3673361{col 71}{space 3} .9981128
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}  .709418{col 30}{space 2} .1605858{col 41}{space 1}    4.42{col 50}{space 3}0.000{col 58}{space 4} .3945076{col 71}{space 3} 1.024328
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} 1.653485{col 30}{space 2} .1583068{col 41}{space 1}   10.44{col 50}{space 3}0.000{col 58}{space 4} 1.343043{col 71}{space 3} 1.963926
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2} .1387013{col 30}{space 2} .1578658{col 41}{space 1}    0.88{col 50}{space 3}0.380{col 58}{space 4}-.1708753{col 71}{space 3} .4482778
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2} 2.337468{col 30}{space 2} .1673478{col 41}{space 1}   13.97{col 50}{space 3}0.000{col 58}{space 4} 2.009297{col 71}{space 3} 2.665639
{txt}_Ientity_id_5666 {c |}{col 18}{res}{space 2} 1.741873{col 30}{space 2} .1672405{col 41}{space 1}   10.42{col 50}{space 3}0.000{col 58}{space 4} 1.413912{col 71}{space 3} 2.069833
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} 1.850954{col 30}{space 2} .1746143{col 41}{space 1}   10.60{col 50}{space 3}0.000{col 58}{space 4} 1.508533{col 71}{space 3} 2.193374
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 2.953191{col 30}{space 2}   .15623{col 41}{space 1}   18.90{col 50}{space 3}0.000{col 58}{space 4} 2.646823{col 71}{space 3}  3.25956
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} 1.845053{col 30}{space 2} .1656117{col 41}{space 1}   11.14{col 50}{space 3}0.000{col 58}{space 4} 1.520287{col 71}{space 3} 2.169819
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2} .8146971{col 30}{space 2}  .275573{col 41}{space 1}    2.96{col 50}{space 3}0.003{col 58}{space 4} .2742957{col 71}{space 3} 1.355099
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-.2516048{col 30}{space 2}  .451197{col 41}{space 1}   -0.56{col 50}{space 3}0.577{col 58}{space 4}-1.136407{col 71}{space 3} .6331971
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2} 1.849964{col 30}{space 2} .1610212{col 41}{space 1}   11.49{col 50}{space 3}0.000{col 58}{space 4}   1.5342{col 71}{space 3} 2.165728
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} 2.040332{col 30}{space 2} .1585978{col 41}{space 1}   12.86{col 50}{space 3}0.000{col 58}{space 4}  1.72932{col 71}{space 3} 2.351344
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .8864021{col 30}{space 2} .1675571{col 41}{space 1}    5.29{col 50}{space 3}0.000{col 58}{space 4}  .557821{col 71}{space 3} 1.214983
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}  1.22228{col 30}{space 2} .1625103{col 41}{space 1}    7.52{col 50}{space 3}0.000{col 58}{space 4} .9035953{col 71}{space 3} 1.540964
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} 1.194324{col 30}{space 2} .1620079{col 41}{space 1}    7.37{col 50}{space 3}0.000{col 58}{space 4} .8766252{col 71}{space 3} 1.512023
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.264662{col 30}{space 2} .1577215{col 41}{space 1}    8.02{col 50}{space 3}0.000{col 58}{space 4} .9553689{col 71}{space 3} 1.573956
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(43, 2179)       =  {res}  4193.95
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8972
                                                {txt}Root MSE          =    {res} .22375

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.157441{col 30}{space 2} .1629263{col 41}{space 1}    7.10{col 50}{space 3}0.000{col 58}{space 4} .8379336{col 71}{space 3} 1.476948
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.630694{col 30}{space 2} .1970332{col 41}{space 1}   -8.28{col 50}{space 3}0.000{col 58}{space 4}-2.017087{col 71}{space 3}-1.244301
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0667653{col 30}{space 2} .0231817{col 41}{space 1}    2.88{col 50}{space 3}0.004{col 58}{space 4} .0213049{col 71}{space 3} .1122258
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000942{col 30}{space 2} .0000212{col 41}{space 1}    4.44{col 50}{space 3}0.000{col 58}{space 4} .0000526{col 71}{space 3} .0001358
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0004085{col 30}{space 2} .0000663{col 41}{space 1}   -6.16{col 50}{space 3}0.000{col 58}{space 4}-.0005385{col 71}{space 3}-.0002784
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}-.0003037{col 30}{space 2} .0198687{col 41}{space 1}   -0.02{col 50}{space 3}0.988{col 58}{space 4}-.0392673{col 71}{space 3} .0386599
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.4579926{col 30}{space 2} .0302181{col 41}{space 1}  -15.16{col 50}{space 3}0.000{col 58}{space 4}-.5172519{col 71}{space 3}-.3987333
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.845979{col 30}{space 2} .0465398{col 41}{space 1}  -39.66{col 50}{space 3}0.000{col 58}{space 4}-1.937246{col 71}{space 3}-1.754711
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.973346{col 30}{space 2} .1010419{col 41}{space 1}  -19.53{col 50}{space 3}0.000{col 58}{space 4}-2.171495{col 71}{space 3}-1.775198
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .6477397{col 30}{space 2} .0448203{col 41}{space 1}   14.45{col 50}{space 3}0.000{col 58}{space 4} .5598448{col 71}{space 3} .7356346
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} .0075981{col 30}{space 2} .0315594{col 41}{space 1}    0.24{col 50}{space 3}0.810{col 58}{space 4}-.0542916{col 71}{space 3} .0694878
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} .1858363{col 30}{space 2} .0313441{col 41}{space 1}    5.93{col 50}{space 3}0.000{col 58}{space 4} .1243688{col 71}{space 3} .2473038
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .8250969{col 30}{space 2} .0563766{col 41}{space 1}   14.64{col 50}{space 3}0.000{col 58}{space 4} .7145394{col 71}{space 3} .9356545
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2} .0810734{col 30}{space 2}  .042934{col 41}{space 1}    1.89{col 50}{space 3}0.059{col 58}{space 4}-.0031225{col 71}{space 3} .1652693
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.6836968{col 30}{space 2} .0642207{col 41}{space 1}  -10.65{col 50}{space 3}0.000{col 58}{space 4}-.8096371{col 71}{space 3}-.5577564
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.635567{col 30}{space 2} .1632092{col 41}{space 1}  -10.02{col 50}{space 3}0.000{col 58}{space 4}-1.955629{col 71}{space 3}-1.315505
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.289947{col 30}{space 2} .0740863{col 41}{space 1}  -17.41{col 50}{space 3}0.000{col 58}{space 4}-1.435234{col 71}{space 3} -1.14466
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} .1675305{col 30}{space 2} .0338606{col 41}{space 1}    4.95{col 50}{space 3}0.000{col 58}{space 4} .1011279{col 71}{space 3}  .233933
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.084701{col 30}{space 2} .0680278{col 41}{space 1}  -15.94{col 50}{space 3}0.000{col 58}{space 4}-1.218107{col 71}{space 3}-.9512953
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} -.760021{col 30}{space 2} .1279043{col 41}{space 1}   -5.94{col 50}{space 3}0.000{col 58}{space 4}-1.010848{col 71}{space 3}-.5091938
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.043045{col 30}{space 2} .0390531{col 41}{space 1}  -26.71{col 50}{space 3}0.000{col 58}{space 4} -1.11963{col 71}{space 3}-.9664602
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} -.910589{col 30}{space 2} .0386502{col 41}{space 1}  -23.56{col 50}{space 3}0.000{col 58}{space 4}-.9863842{col 71}{space 3}-.8347938
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8142001{col 30}{space 2} .0614177{col 41}{space 1}  -13.26{col 50}{space 3}0.000{col 58}{space 4}-.9346435{col 71}{space 3}-.6937567
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.3543094{col 30}{space 2} .0484087{col 41}{space 1}   -7.32{col 50}{space 3}0.000{col 58}{space 4}-.4492415{col 71}{space 3}-.2593774
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.071107{col 30}{space 2} .0460187{col 41}{space 1}  -23.28{col 50}{space 3}0.000{col 58}{space 4}-1.161352{col 71}{space 3}-.9808618
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}  .501086{col 30}{space 2}  .052664{col 41}{space 1}    9.51{col 50}{space 3}0.000{col 58}{space 4} .3978092{col 71}{space 3} .6043628
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .0572548{col 30}{space 2} .0455028{col 41}{space 1}    1.26{col 50}{space 3}0.208{col 58}{space 4}-.0319786{col 71}{space 3} .1464882
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8449591{col 30}{space 2} .0540904{col 41}{space 1}  -15.62{col 50}{space 3}0.000{col 58}{space 4}-.9510331{col 71}{space 3} -.738885
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8389113{col 30}{space 2} .0501675{col 41}{space 1}  -16.72{col 50}{space 3}0.000{col 58}{space 4}-.9372924{col 71}{space 3}-.7405302
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .1220647{col 30}{space 2} .0348776{col 41}{space 1}    3.50{col 50}{space 3}0.000{col 58}{space 4} .0536678{col 71}{space 3} .1904616
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.535836{col 30}{space 2} .1595302{col 41}{space 1}   -9.63{col 50}{space 3}0.000{col 58}{space 4}-1.848683{col 71}{space 3}-1.222989
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2} -1.39377{col 30}{space 2} .0370318{col 41}{space 1}  -37.64{col 50}{space 3}0.000{col 58}{space 4}-1.466391{col 71}{space 3}-1.321149
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .2097784{col 30}{space 2} .0667282{col 41}{space 1}    3.14{col 50}{space 3}0.002{col 58}{space 4} .0789208{col 71}{space 3}  .340636
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .3229358{col 30}{space 2} .0821727{col 41}{space 1}    3.93{col 50}{space 3}0.000{col 58}{space 4} .1617908{col 71}{space 3} .4840807
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.422455{col 30}{space 2} .0273443{col 41}{space 1}   52.02{col 50}{space 3}0.000{col 58}{space 4} 1.368831{col 71}{space 3} 1.476078
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .3143036{col 30}{space 2} .0579384{col 41}{space 1}    5.42{col 50}{space 3}0.000{col 58}{space 4} .2006833{col 71}{space 3} .4279238
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.7129044{col 30}{space 2} .2293698{col 41}{space 1}   -3.11{col 50}{space 3}0.002{col 58}{space 4}-1.162711{col 71}{space 3} -.263098
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.785927{col 30}{space 2} .4240437{col 41}{space 1}   -4.21{col 50}{space 3}0.000{col 58}{space 4}  -2.6175{col 71}{space 3} -.954355
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2} .3046664{col 30}{space 2} .0541404{col 41}{space 1}    5.63{col 50}{space 3}0.000{col 58}{space 4} .1984942{col 71}{space 3} .4108385
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .5040027{col 30}{space 2} .0430723{col 41}{space 1}   11.70{col 50}{space 3}0.000{col 58}{space 4} .4195356{col 71}{space 3} .5884699
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6449707{col 30}{space 2} .0671968{col 41}{space 1}   -9.60{col 50}{space 3}0.000{col 58}{space 4}-.7767471{col 71}{space 3}-.5131943
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}  -.30878{col 30}{space 2} .0519406{col 41}{space 1}   -5.94{col 50}{space 3}0.000{col 58}{space 4}-.4106384{col 71}{space 3}-.2069217
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3360607{col 30}{space 2}  .049303{col 41}{space 1}   -6.82{col 50}{space 3}0.000{col 58}{space 4}-.4327464{col 71}{space 3}-.2393749
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.786293{col 30}{space 2} .1533025{col 41}{space 1}   18.18{col 50}{space 3}0.000{col 58}{space 4} 2.485659{col 71}{space 3} 3.086928
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(44, 2178)       =  {res}  4014.38
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8974
                                                {txt}Root MSE          =    {res} .22358

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.119236{col 30}{space 2} .1655257{col 41}{space 1}    6.76{col 50}{space 3}0.000{col 58}{space 4} .7946315{col 71}{space 3} 1.443841
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.579224{col 30}{space 2} .2001226{col 41}{space 1}   -7.89{col 50}{space 3}0.000{col 58}{space 4}-1.971675{col 71}{space 3}-1.186773
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0510313{col 30}{space 2} .0250099{col 41}{space 1}    2.04{col 50}{space 3}0.041{col 58}{space 4} .0019857{col 71}{space 3}  .100077
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000916{col 30}{space 2} .0000212{col 41}{space 1}    4.33{col 50}{space 3}0.000{col 58}{space 4} .0000501{col 71}{space 3} .0001331
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0004173{col 30}{space 2}  .000066{col 41}{space 1}   -6.33{col 50}{space 3}0.000{col 58}{space 4}-.0005467{col 71}{space 3} -.000288
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}-.0010309{col 30}{space 2} .0199969{col 41}{space 1}   -0.05{col 50}{space 3}0.959{col 58}{space 4}-.0402459{col 71}{space 3} .0381841
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-2.69e-07{col 30}{space 2} 1.21e-07{col 41}{space 1}   -2.23{col 50}{space 3}0.026{col 58}{space 4}-5.06e-07{col 71}{space 3}-3.24e-08
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.4823442{col 30}{space 2} .0243863{col 41}{space 1}  -19.78{col 50}{space 3}0.000{col 58}{space 4} -.530167{col 71}{space 3}-.4345214
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.861507{col 30}{space 2} .0412136{col 41}{space 1}  -45.17{col 50}{space 3}0.000{col 58}{space 4}-1.942329{col 71}{space 3}-1.780685
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.989388{col 30}{space 2} .1000761{col 41}{space 1}  -19.88{col 50}{space 3}0.000{col 58}{space 4}-2.185643{col 71}{space 3}-1.793133
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .6282701{col 30}{space 2} .0416564{col 41}{space 1}   15.08{col 50}{space 3}0.000{col 58}{space 4} .5465796{col 71}{space 3} .7099605
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.0133222{col 30}{space 2} .0246135{col 41}{space 1}   -0.54{col 50}{space 3}0.588{col 58}{space 4}-.0615905{col 71}{space 3} .0349462
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} .1631026{col 30}{space 2} .0253223{col 41}{space 1}    6.44{col 50}{space 3}0.000{col 58}{space 4} .1134442{col 71}{space 3}  .212761
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .8045003{col 30}{space 2} .0539081{col 41}{space 1}   14.92{col 50}{space 3}0.000{col 58}{space 4} .6987837{col 71}{space 3}  .910217
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2} .0644805{col 30}{space 2} .0384067{col 41}{space 1}    1.68{col 50}{space 3}0.093{col 58}{space 4}-.0108371{col 71}{space 3} .1397981
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7023001{col 30}{space 2} .0602339{col 41}{space 1}  -11.66{col 50}{space 3}0.000{col 58}{space 4} -.820422{col 71}{space 3}-.5841782
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.654405{col 30}{space 2} .1610273{col 41}{space 1}  -10.27{col 50}{space 3}0.000{col 58}{space 4}-1.970188{col 71}{space 3}-1.338622
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.304202{col 30}{space 2} .0727269{col 41}{space 1}  -17.93{col 50}{space 3}0.000{col 58}{space 4}-1.446824{col 71}{space 3}-1.161581
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}  .140396{col 30}{space 2} .0298856{col 41}{space 1}    4.70{col 50}{space 3}0.000{col 58}{space 4} .0817888{col 71}{space 3} .1990031
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.106514{col 30}{space 2} .0648962{col 41}{space 1}  -17.05{col 50}{space 3}0.000{col 58}{space 4}-1.233778{col 71}{space 3}-.9792486
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7775299{col 30}{space 2} .1275331{col 41}{space 1}   -6.10{col 50}{space 3}0.000{col 58}{space 4}-1.027629{col 71}{space 3}-.5274307
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.063589{col 30}{space 2} .0334114{col 41}{space 1}  -31.83{col 50}{space 3}0.000{col 58}{space 4}-1.129111{col 71}{space 3}-.9980679
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} -.931011{col 30}{space 2} .0342421{col 41}{space 1}  -27.19{col 50}{space 3}0.000{col 58}{space 4}-.9981616{col 71}{space 3}-.8638603
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8260621{col 30}{space 2} .0556048{col 41}{space 1}  -14.86{col 50}{space 3}0.000{col 58}{space 4}-.9351062{col 71}{space 3} -.717018
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.3763956{col 30}{space 2} .0449529{col 41}{space 1}   -8.37{col 50}{space 3}0.000{col 58}{space 4}-.4645506{col 71}{space 3}-.2882405
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.075205{col 30}{space 2} .0399788{col 41}{space 1}  -26.89{col 50}{space 3}0.000{col 58}{space 4}-1.153605{col 71}{space 3} -.996804
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .4726269{col 30}{space 2} .0504745{col 41}{space 1}    9.36{col 50}{space 3}0.000{col 58}{space 4} .3736437{col 71}{space 3} .5716101
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .2709392{col 30}{space 2} .1118399{col 41}{space 1}    2.42{col 50}{space 3}0.015{col 58}{space 4} .0516152{col 71}{space 3} .4902633
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2} -.855878{col 30}{space 2} .0496965{col 41}{space 1}  -17.22{col 50}{space 3}0.000{col 58}{space 4}-.9533354{col 71}{space 3}-.7584205
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8526406{col 30}{space 2} .0450958{col 41}{space 1}  -18.91{col 50}{space 3}0.000{col 58}{space 4}-.9410758{col 71}{space 3}-.7642053
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0983517{col 30}{space 2} .0289972{col 41}{space 1}    3.39{col 50}{space 3}0.001{col 58}{space 4} .0414867{col 71}{space 3} .1552168
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.552498{col 30}{space 2} .1543703{col 41}{space 1}  -10.06{col 50}{space 3}0.000{col 58}{space 4}-1.855227{col 71}{space 3}-1.249769
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.412616{col 30}{space 2}  .031402{col 41}{space 1}  -44.98{col 50}{space 3}0.000{col 58}{space 4}-1.474197{col 71}{space 3}-1.351035
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}  .186337{col 30}{space 2} .0649538{col 41}{space 1}    2.87{col 50}{space 3}0.004{col 58}{space 4} .0589591{col 71}{space 3}  .313715
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .2949881{col 30}{space 2}  .080122{col 41}{space 1}    3.68{col 50}{space 3}0.000{col 58}{space 4} .1378646{col 71}{space 3} .4521116
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.397571{col 30}{space 2} .0204792{col 41}{space 1}   68.24{col 50}{space 3}0.000{col 58}{space 4}  1.35741{col 71}{space 3} 1.437732
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2898227{col 30}{space 2}  .055449{col 41}{space 1}    5.23{col 50}{space 3}0.000{col 58}{space 4} .1810843{col 71}{space 3} .3985612
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.6967733{col 30}{space 2}  .232917{col 41}{space 1}   -2.99{col 50}{space 3}0.003{col 58}{space 4}-1.153536{col 71}{space 3}-.2400105
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.808912{col 30}{space 2} .4238474{col 41}{space 1}   -4.27{col 50}{space 3}0.000{col 58}{space 4}-2.640099{col 71}{space 3}-.9777244
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2} .2827484{col 30}{space 2} .0525263{col 41}{space 1}    5.38{col 50}{space 3}0.000{col 58}{space 4} .1797415{col 71}{space 3} .3857553
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4859958{col 30}{space 2} .0391238{col 41}{space 1}   12.42{col 50}{space 3}0.000{col 58}{space 4} .4092719{col 71}{space 3} .5627197
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6670422{col 30}{space 2} .0653201{col 41}{space 1}  -10.21{col 50}{space 3}0.000{col 58}{space 4}-.7951383{col 71}{space 3} -.538946
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3333645{col 30}{space 2} .0487288{col 41}{space 1}   -6.84{col 50}{space 3}0.000{col 58}{space 4}-.4289242{col 71}{space 3}-.2378048
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3502544{col 30}{space 2} .0437029{col 41}{space 1}   -8.01{col 50}{space 3}0.000{col 58}{space 4}-.4359582{col 71}{space 3}-.2645505
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.834622{col 30}{space 2} .1586707{col 41}{space 1}   17.86{col 50}{space 3}0.000{col 58}{space 4}  2.52346{col 71}{space 3} 3.145783
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4932.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9006
                                                {txt}Root MSE          =    {res} .22025

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2}  .867678{col 30}{space 2} .1712542{col 41}{space 1}    5.07{col 50}{space 3}0.000{col 58}{space 4} .5318391{col 71}{space 3} 1.203517
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.390291{col 30}{space 2} .2049075{col 41}{space 1}   -6.78{col 50}{space 3}0.000{col 58}{space 4}-1.792126{col 71}{space 3}-.9884561
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1281484{col 30}{space 2} .0260391{col 41}{space 1}    4.92{col 50}{space 3}0.000{col 58}{space 4} .0770842{col 71}{space 3} .1792126
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001041{col 30}{space 2} .0000204{col 41}{space 1}    5.09{col 50}{space 3}0.000{col 58}{space 4}  .000064{col 71}{space 3} .0001441
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003611{col 30}{space 2} .0000672{col 41}{space 1}   -5.37{col 50}{space 3}0.000{col 58}{space 4}-.0004929{col 71}{space 3}-.0002293
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0481597{col 30}{space 2} .0206718{col 41}{space 1}    2.33{col 50}{space 3}0.020{col 58}{space 4} .0076211{col 71}{space 3} .0886982
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.47e-07{col 30}{space 2} 1.25e-07{col 41}{space 1}   -3.56{col 50}{space 3}0.000{col 58}{space 4}-6.93e-07{col 71}{space 3}-2.01e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0216719{col 30}{space 2} .0031414{col 41}{space 1}    6.90{col 50}{space 3}0.000{col 58}{space 4} .0155115{col 71}{space 3} .0278324
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0157933{col 30}{space 2} .0115024{col 41}{space 1}    1.37{col 50}{space 3}0.170{col 58}{space 4}-.0067635{col 71}{space 3} .0383501
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005677{col 30}{space 2} .0002358{col 41}{space 1}   -2.41{col 50}{space 3}0.016{col 58}{space 4}-.0010301{col 71}{space 3}-.0001053
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5698251{col 30}{space 2} .0678255{col 41}{space 1}   -8.40{col 50}{space 3}0.000{col 58}{space 4}-.7028346{col 71}{space 3}-.4368157
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.779975{col 30}{space 2} .0939071{col 41}{space 1}  -18.95{col 50}{space 3}0.000{col 58}{space 4}-1.964132{col 71}{space 3}-1.595817
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.964428{col 30}{space 2} .1276667{col 41}{space 1}  -15.39{col 50}{space 3}0.000{col 58}{space 4}-2.214789{col 71}{space 3}-1.714066
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5068241{col 30}{space 2} .0763887{col 41}{space 1}    6.63{col 50}{space 3}0.000{col 58}{space 4} .3570216{col 71}{space 3} .6566266
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1312285{col 30}{space 2} .0280353{col 41}{space 1}   -4.68{col 50}{space 3}0.000{col 58}{space 4}-.1862072{col 71}{space 3}-.0762498
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0067094{col 30}{space 2} .0482744{col 41}{space 1}   -0.14{col 50}{space 3}0.889{col 58}{space 4}-.1013783{col 71}{space 3} .0879595
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .6039317{col 30}{space 2} .0859402{col 41}{space 1}    7.03{col 50}{space 3}0.000{col 58}{space 4} .4353982{col 71}{space 3} .7724651
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2627072{col 30}{space 2}  .067515{col 41}{space 1}   -3.89{col 50}{space 3}0.000{col 58}{space 4}-.3951079{col 71}{space 3}-.1303066
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7513476{col 30}{space 2} .0839773{col 41}{space 1}   -8.95{col 50}{space 3}0.000{col 58}{space 4}-.9160318{col 71}{space 3}-.5866635
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.654455{col 30}{space 2} .1714547{col 41}{space 1}   -9.65{col 50}{space 3}0.000{col 58}{space 4}-1.990687{col 71}{space 3}-1.318223
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.273668{col 30}{space 2} .1033904{col 41}{space 1}  -12.32{col 50}{space 3}0.000{col 58}{space 4}-1.476422{col 71}{space 3}-1.070914
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0115758{col 30}{space 2} .0669092{col 41}{space 1}   -0.17{col 50}{space 3}0.863{col 58}{space 4}-.1427885{col 71}{space 3} .1196368
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.059183{col 30}{space 2} .1129254{col 41}{space 1}   -9.38{col 50}{space 3}0.000{col 58}{space 4}-1.280636{col 71}{space 3}  -.83773
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7210475{col 30}{space 2} .1502762{col 41}{space 1}   -4.80{col 50}{space 3}0.000{col 58}{space 4}-1.015747{col 71}{space 3}-.4263476
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} -1.10272{col 30}{space 2} .0757391{col 41}{space 1}  -14.56{col 50}{space 3}0.000{col 58}{space 4}-1.251248{col 71}{space 3}-.9541909
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9769209{col 30}{space 2} .0782116{col 41}{space 1}  -12.49{col 50}{space 3}0.000{col 58}{space 4}-1.130298{col 71}{space 3}-.8235436
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8628882{col 30}{space 2} .0842136{col 41}{space 1}  -10.25{col 50}{space 3}0.000{col 58}{space 4}-1.028036{col 71}{space 3}-.6977406
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4958791{col 30}{space 2} .0495119{col 41}{space 1}  -10.02{col 50}{space 3}0.000{col 58}{space 4}-.5929748{col 71}{space 3}-.3987835
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2} -1.02684{col 30}{space 2} .0989706{col 41}{space 1}  -10.38{col 50}{space 3}0.000{col 58}{space 4}-1.220927{col 71}{space 3} -.832753
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2454168{col 30}{space 2} .0756522{col 41}{space 1}    3.24{col 50}{space 3}0.001{col 58}{space 4} .0970585{col 71}{space 3}  .393775
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4869547{col 30}{space 2} .1760858{col 41}{space 1}    2.77{col 50}{space 3}0.006{col 58}{space 4} .1416407{col 71}{space 3} .8322687
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8223079{col 30}{space 2} .0988283{col 41}{space 1}   -8.32{col 50}{space 3}0.000{col 58}{space 4}-1.016116{col 71}{space 3}-.6285002
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8256101{col 30}{space 2}  .106882{col 41}{space 1}   -7.72{col 50}{space 3}0.000{col 58}{space 4}-1.035212{col 71}{space 3}-.6160086
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0471848{col 30}{space 2} .0603219{col 41}{space 1}    0.78{col 50}{space 3}0.434{col 58}{space 4}-.0711097{col 71}{space 3} .1654794
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.534584{col 30}{space 2} .1754589{col 41}{space 1}   -8.75{col 50}{space 3}0.000{col 58}{space 4}-1.878668{col 71}{space 3}-1.190499
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.379852{col 30}{space 2}  .083888{col 41}{space 1}  -16.45{col 50}{space 3}0.000{col 58}{space 4}-1.544361{col 71}{space 3}-1.215343
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1059495{col 30}{space 2} .0785692{col 41}{space 1}    1.35{col 50}{space 3}0.178{col 58}{space 4} -.048129{col 71}{space 3}  .260028
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0538402{col 30}{space 2} .0967202{col 41}{space 1}    0.56{col 50}{space 3}0.578{col 58}{space 4}-.1358335{col 71}{space 3} .2435138
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.177603{col 30}{space 2} .0573781{col 41}{space 1}   20.52{col 50}{space 3}0.000{col 58}{space 4} 1.065082{col 71}{space 3} 1.290125
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2335388{col 30}{space 2} .0788776{col 41}{space 1}    2.96{col 50}{space 3}0.003{col 58}{space 4} .0788555{col 71}{space 3} .3882221
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5717622{col 30}{space 2}  .257892{col 41}{space 1}   -2.22{col 50}{space 3}0.027{col 58}{space 4}-1.077503{col 71}{space 3}-.0660217
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}  -1.8027{col 30}{space 2} .4291669{col 41}{space 1}   -4.20{col 50}{space 3}0.000{col 58}{space 4} -2.64432{col 71}{space 3}-.9610801
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0847447{col 30}{space 2} .0780187{col 41}{space 1}   -1.09{col 50}{space 3}0.278{col 58}{space 4}-.2377437{col 71}{space 3} .0682544
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4051936{col 30}{space 2} .0846011{col 41}{space 1}    4.79{col 50}{space 3}0.000{col 58}{space 4} .2392862{col 71}{space 3}  .571101
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7015589{col 30}{space 2} .0937309{col 41}{space 1}   -7.48{col 50}{space 3}0.000{col 58}{space 4}-.8853703{col 71}{space 3}-.5177474
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3880327{col 30}{space 2} .0784465{col 41}{space 1}   -4.95{col 50}{space 3}0.000{col 58}{space 4}-.5418706{col 71}{space 3}-.2341949
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.2954033{col 30}{space 2} .1035234{col 41}{space 1}   -2.85{col 50}{space 3}0.004{col 58}{space 4}-.4984184{col 71}{space 3}-.0923882
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.666927{col 30}{space 2} .2201504{col 41}{space 1}    7.57{col 50}{space 3}0.000{col 58}{space 4}   1.2352{col 71}{space 3} 2.098655
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est7{txt} stored)
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/loggdp2010percapita_maxarea.tex"'})

{com}. 
. 
. 
. ********************************************************************************
. * Figures 5 and 6
. ********************************************************************************
. 
. xi: reg loggdp2010percapita_maxarea iv2000a c.iv2000a##c.iv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: iv2000a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4932.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9006
                                                {txt}Root MSE          =    {res} .22025

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}iv2000a {c |}{col 21}{res}{space 2}  .867678{col 33}{space 2} .1712542{col 44}{space 1}    5.07{col 53}{space 3}0.000{col 61}{space 4} .5318391{col 74}{space 3} 1.203517
{txt}{space 12}iv2000a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.iv2000a#c.iv2000a {c |}{col 21}{res}{space 2}-1.390291{col 33}{space 2} .2049075{col 44}{space 1}   -6.78{col 53}{space 3}0.000{col 61}{space 4}-1.792126{col 74}{space 3}-.9884561
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1281484{col 33}{space 2} .0260391{col 44}{space 1}    4.92{col 53}{space 3}0.000{col 61}{space 4} .0770842{col 74}{space 3} .1792126
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001041{col 33}{space 2} .0000204{col 44}{space 1}    5.09{col 53}{space 3}0.000{col 61}{space 4}  .000064{col 74}{space 3} .0001441
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003611{col 33}{space 2} .0000672{col 44}{space 1}   -5.37{col 53}{space 3}0.000{col 61}{space 4}-.0004929{col 74}{space 3}-.0002293
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0481597{col 33}{space 2} .0206718{col 44}{space 1}    2.33{col 53}{space 3}0.020{col 61}{space 4} .0076211{col 74}{space 3} .0886982
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.47e-07{col 33}{space 2} 1.25e-07{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-6.93e-07{col 74}{space 3}-2.01e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0216719{col 33}{space 2} .0031414{col 44}{space 1}    6.90{col 53}{space 3}0.000{col 61}{space 4} .0155115{col 74}{space 3} .0278324
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0157933{col 33}{space 2} .0115024{col 44}{space 1}    1.37{col 53}{space 3}0.170{col 61}{space 4}-.0067635{col 74}{space 3} .0383501
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005677{col 33}{space 2} .0002358{col 44}{space 1}   -2.41{col 53}{space 3}0.016{col 61}{space 4}-.0010301{col 74}{space 3}-.0001053
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2744219{col 33}{space 2} .0807096{col 44}{space 1}   -3.40{col 53}{space 3}0.001{col 61}{space 4}-.4326979{col 74}{space 3}-.1161458
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.484571{col 33}{space 2} .0621521{col 44}{space 1}  -23.89{col 53}{space 3}0.000{col 61}{space 4}-1.606455{col 74}{space 3}-1.362687
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.669024{col 33}{space 2}   .11105{col 44}{space 1}  -15.03{col 53}{space 3}0.000{col 61}{space 4}-1.886799{col 74}{space 3}-1.451249
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8022274{col 33}{space 2} .0977772{col 44}{space 1}    8.20{col 53}{space 3}0.000{col 61}{space 4} .6104809{col 74}{space 3} .9939738
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1641748{col 33}{space 2} .0972902{col 44}{space 1}    1.69{col 53}{space 3}0.092{col 61}{space 4}-.0266166{col 74}{space 3} .3549662
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2886939{col 33}{space 2} .0835675{col 44}{space 1}    3.45{col 53}{space 3}0.001{col 61}{space 4} .1248133{col 74}{space 3} .4525744
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .8993349{col 33}{space 2} .1058051{col 44}{space 1}    8.50{col 53}{space 3}0.000{col 61}{space 4} .6918452{col 74}{space 3} 1.106825
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}  .032696{col 33}{space 2} .0940548{col 44}{space 1}    0.35{col 53}{space 3}0.728{col 61}{space 4}-.1517505{col 74}{space 3} .2171426
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4559444{col 33}{space 2} .0844911{col 44}{space 1}   -5.40{col 53}{space 3}0.000{col 61}{space 4} -.621636{col 74}{space 3}-.2902527
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.359052{col 33}{space 2} .1636969{col 44}{space 1}   -8.30{col 53}{space 3}0.000{col 61}{space 4}-1.680071{col 74}{space 3}-1.038033
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2954033{col 33}{space 2} .1035234{col 44}{space 1}    2.85{col 53}{space 3}0.004{col 61}{space 4} .0923882{col 74}{space 3} .4984184
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9782647{col 33}{space 2} .1008015{col 44}{space 1}   -9.70{col 53}{space 3}0.000{col 61}{space 4}-1.175942{col 74}{space 3}-.7805873
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2838274{col 33}{space 2} .0874777{col 44}{space 1}    3.24{col 53}{space 3}0.001{col 61}{space 4} .1122788{col 74}{space 3}  .455376
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7637797{col 33}{space 2} .1341311{col 44}{space 1}   -5.69{col 53}{space 3}0.000{col 61}{space 4}-1.026818{col 74}{space 3}-.5007412
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4256442{col 33}{space 2} .1602195{col 44}{space 1}   -2.66{col 53}{space 3}0.008{col 61}{space 4}-.7398435{col 74}{space 3}-.1114449
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8073163{col 33}{space 2} .0744753{col 44}{space 1}  -10.84{col 53}{space 3}0.000{col 61}{space 4}-.9533664{col 74}{space 3}-.6612661
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6815176{col 33}{space 2} .0951859{col 44}{space 1}   -7.16{col 53}{space 3}0.000{col 61}{space 4}-.8681824{col 74}{space 3}-.4948528
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2} -.567485{col 33}{space 2} .0819118{col 44}{space 1}   -6.93{col 53}{space 3}0.000{col 61}{space 4}-.7281185{col 74}{space 3}-.4068514
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2004759{col 33}{space 2} .1139169{col 44}{space 1}   -1.76{col 53}{space 3}0.079{col 61}{space 4}-.4238732{col 74}{space 3} .0229214
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7314366{col 33}{space 2} .1239966{col 44}{space 1}   -5.90{col 53}{space 3}0.000{col 61}{space 4}-.9746008{col 74}{space 3}-.4882724
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}   .54082{col 33}{space 2} .0969233{col 44}{space 1}    5.58{col 53}{space 3}0.000{col 61}{space 4} .3507482{col 74}{space 3} .7308919
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}  .782358{col 33}{space 2} .1248625{col 44}{space 1}    6.27{col 53}{space 3}0.000{col 61}{space 4} .5374957{col 74}{space 3}  1.02722
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5269047{col 33}{space 2} .1214033{col 44}{space 1}   -4.34{col 53}{space 3}0.000{col 61}{space 4}-.7649832{col 74}{space 3}-.2888261
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5302068{col 33}{space 2} .1341494{col 44}{space 1}   -3.95{col 53}{space 3}0.000{col 61}{space 4}-.7932812{col 74}{space 3}-.2671325
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3425881{col 33}{space 2} .0668072{col 44}{space 1}    5.13{col 53}{space 3}0.000{col 61}{space 4} .2115754{col 74}{space 3} .4736008
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2} -1.23918{col 33}{space 2} .1725116{col 44}{space 1}   -7.18{col 53}{space 3}0.000{col 61}{space 4}-1.577485{col 74}{space 3}-.9008755
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.084448{col 33}{space 2}  .069228{col 44}{space 1}  -15.66{col 53}{space 3}0.000{col 61}{space 4}-1.220208{col 74}{space 3}-.9486884
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4013527{col 33}{space 2} .1011403{col 44}{space 1}    3.97{col 53}{space 3}0.000{col 61}{space 4}  .203011{col 74}{space 3} .5996945
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3492434{col 33}{space 2}  .113288{col 44}{space 1}    3.08{col 53}{space 3}0.002{col 61}{space 4} .1270794{col 74}{space 3} .5714075
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.473006{col 33}{space 2} .0837332{col 44}{space 1}   17.59{col 53}{space 3}0.000{col 61}{space 4} 1.308801{col 74}{space 3} 1.637212
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}  .528942{col 33}{space 2} .0903086{col 44}{space 1}    5.86{col 53}{space 3}0.000{col 61}{space 4} .3518418{col 74}{space 3} .7060422
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2763589{col 33}{space 2} .2330648{col 44}{space 1}   -1.19{col 53}{space 3}0.236{col 61}{space 4}-.7334118{col 74}{space 3}  .180694
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.507297{col 33}{space 2} .4275728{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4}-2.345791{col 74}{space 3}-.6688031
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2106586{col 33}{space 2} .1024977{col 44}{space 1}    2.06{col 53}{space 3}0.040{col 61}{space 4} .0096549{col 74}{space 3} .4116623
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7005969{col 33}{space 2} .1064242{col 44}{space 1}    6.58{col 53}{space 3}0.000{col 61}{space 4} .4918931{col 74}{space 3} .9093007
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4061556{col 33}{space 2} .0964771{col 44}{space 1}   -4.21{col 53}{space 3}0.000{col 61}{space 4}-.5953526{col 74}{space 3}-.2169586
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0926295{col 33}{space 2} .0843737{col 44}{space 1}   -1.10{col 53}{space 3}0.272{col 61}{space 4}-.2580909{col 74}{space 3}  .072832
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.371524{col 33}{space 2} .2625127{col 44}{space 1}    5.22{col 53}{space 3}0.000{col 61}{space 4} .8567223{col 74}{space 3} 1.886326
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. margins, at(iv2000a==(0(0.1)1))
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.653343{col 26}{space 2} .0239887{col 37}{space 1}  110.61{col 46}{space 3}0.000{col 54}{space 4}   2.6063{col 67}{space 3} 2.700386
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.726208{col 26}{space 2} .0097137{col 37}{space 1}  280.66{col 46}{space 3}0.000{col 54}{space 4} 2.707158{col 67}{space 3} 2.745257
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.771267{col 26}{space 2} .0056481{col 37}{space 1}  490.66{col 46}{space 3}0.000{col 54}{space 4}  2.76019{col 67}{space 3} 2.782343
{txt}{space 10}4  {c |}{col 14}{res}{space 2}  2.78852{col 26}{space 2} .0117604{col 37}{space 1}  237.11{col 46}{space 3}0.000{col 54}{space 4} 2.765457{col 67}{space 3} 2.811583
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.777967{col 26}{space 2} .0162651{col 37}{space 1}  170.79{col 46}{space 3}0.000{col 54}{space 4}  2.74607{col 67}{space 3} 2.809864
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.739609{col 26}{space 2} .0190368{col 37}{space 1}  143.91{col 46}{space 3}0.000{col 54}{space 4} 2.702277{col 67}{space 3} 2.776941
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.673445{col 26}{space 2} .0220081{col 37}{space 1}  121.48{col 46}{space 3}0.000{col 54}{space 4} 2.630286{col 67}{space 3} 2.716604
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.579475{col 26}{space 2}  .027995{col 37}{space 1}   92.14{col 46}{space 3}0.000{col 54}{space 4} 2.524575{col 67}{space 3} 2.634374
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.457699{col 26}{space 2} .0389172{col 37}{space 1}   63.15{col 46}{space 3}0.000{col 54}{space 4}  2.38138{col 67}{space 3} 2.534018
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.308117{col 26}{space 2} .0550606{col 37}{space 1}   41.92{col 46}{space 3}0.000{col 54}{space 4}  2.20014{col 67}{space 3} 2.416094
{txt}{space 9}11  {c |}{col 14}{res}{space 2}  2.13073{col 26}{space 2} .0760965{col 37}{space 1}   28.00{col 46}{space 3}0.000{col 54}{space 4}   1.9815{col 67}{space 3} 2.279959
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, title("Predicted Effect of Mean State Duration") ///
> ytitle("2010 GDP per capita (Log)", size (medsmall) )  ///
> xtitle("Mean State Duration", size(medsmall))  ///
> ylabel(, labsize(small))  ///
> xlabel(, labsize(small))  ///
> yline(0)  ///
> scheme(s1mono)

{text}{p 2 6 2}Variables that uniquely identify margins: iv2000a{p_end}
{res}{txt}
{com}. 
. graph export "$resultspath/QEmsd.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd.png written in PNG format)

{com}. 
. xi: reg loggdp2010percapita_maxarea iv2000a c.iv2000a##c.iv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: iv2000a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4932.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9006
                                                {txt}Root MSE          =    {res} .22025

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}iv2000a {c |}{col 21}{res}{space 2}  .867678{col 33}{space 2} .1712542{col 44}{space 1}    5.07{col 53}{space 3}0.000{col 61}{space 4} .5318391{col 74}{space 3} 1.203517
{txt}{space 12}iv2000a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.iv2000a#c.iv2000a {c |}{col 21}{res}{space 2}-1.390291{col 33}{space 2} .2049075{col 44}{space 1}   -6.78{col 53}{space 3}0.000{col 61}{space 4}-1.792126{col 74}{space 3}-.9884561
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1281484{col 33}{space 2} .0260391{col 44}{space 1}    4.92{col 53}{space 3}0.000{col 61}{space 4} .0770842{col 74}{space 3} .1792126
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001041{col 33}{space 2} .0000204{col 44}{space 1}    5.09{col 53}{space 3}0.000{col 61}{space 4}  .000064{col 74}{space 3} .0001441
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003611{col 33}{space 2} .0000672{col 44}{space 1}   -5.37{col 53}{space 3}0.000{col 61}{space 4}-.0004929{col 74}{space 3}-.0002293
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0481597{col 33}{space 2} .0206718{col 44}{space 1}    2.33{col 53}{space 3}0.020{col 61}{space 4} .0076211{col 74}{space 3} .0886982
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.47e-07{col 33}{space 2} 1.25e-07{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-6.93e-07{col 74}{space 3}-2.01e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0216719{col 33}{space 2} .0031414{col 44}{space 1}    6.90{col 53}{space 3}0.000{col 61}{space 4} .0155115{col 74}{space 3} .0278324
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0157933{col 33}{space 2} .0115024{col 44}{space 1}    1.37{col 53}{space 3}0.170{col 61}{space 4}-.0067635{col 74}{space 3} .0383501
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005677{col 33}{space 2} .0002358{col 44}{space 1}   -2.41{col 53}{space 3}0.016{col 61}{space 4}-.0010301{col 74}{space 3}-.0001053
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2744219{col 33}{space 2} .0807096{col 44}{space 1}   -3.40{col 53}{space 3}0.001{col 61}{space 4}-.4326979{col 74}{space 3}-.1161458
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.484571{col 33}{space 2} .0621521{col 44}{space 1}  -23.89{col 53}{space 3}0.000{col 61}{space 4}-1.606455{col 74}{space 3}-1.362687
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.669024{col 33}{space 2}   .11105{col 44}{space 1}  -15.03{col 53}{space 3}0.000{col 61}{space 4}-1.886799{col 74}{space 3}-1.451249
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8022274{col 33}{space 2} .0977772{col 44}{space 1}    8.20{col 53}{space 3}0.000{col 61}{space 4} .6104809{col 74}{space 3} .9939738
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1641748{col 33}{space 2} .0972902{col 44}{space 1}    1.69{col 53}{space 3}0.092{col 61}{space 4}-.0266166{col 74}{space 3} .3549662
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2886939{col 33}{space 2} .0835675{col 44}{space 1}    3.45{col 53}{space 3}0.001{col 61}{space 4} .1248133{col 74}{space 3} .4525744
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .8993349{col 33}{space 2} .1058051{col 44}{space 1}    8.50{col 53}{space 3}0.000{col 61}{space 4} .6918452{col 74}{space 3} 1.106825
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}  .032696{col 33}{space 2} .0940548{col 44}{space 1}    0.35{col 53}{space 3}0.728{col 61}{space 4}-.1517505{col 74}{space 3} .2171426
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4559444{col 33}{space 2} .0844911{col 44}{space 1}   -5.40{col 53}{space 3}0.000{col 61}{space 4} -.621636{col 74}{space 3}-.2902527
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.359052{col 33}{space 2} .1636969{col 44}{space 1}   -8.30{col 53}{space 3}0.000{col 61}{space 4}-1.680071{col 74}{space 3}-1.038033
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2954033{col 33}{space 2} .1035234{col 44}{space 1}    2.85{col 53}{space 3}0.004{col 61}{space 4} .0923882{col 74}{space 3} .4984184
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9782647{col 33}{space 2} .1008015{col 44}{space 1}   -9.70{col 53}{space 3}0.000{col 61}{space 4}-1.175942{col 74}{space 3}-.7805873
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2838274{col 33}{space 2} .0874777{col 44}{space 1}    3.24{col 53}{space 3}0.001{col 61}{space 4} .1122788{col 74}{space 3}  .455376
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7637797{col 33}{space 2} .1341311{col 44}{space 1}   -5.69{col 53}{space 3}0.000{col 61}{space 4}-1.026818{col 74}{space 3}-.5007412
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4256442{col 33}{space 2} .1602195{col 44}{space 1}   -2.66{col 53}{space 3}0.008{col 61}{space 4}-.7398435{col 74}{space 3}-.1114449
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8073163{col 33}{space 2} .0744753{col 44}{space 1}  -10.84{col 53}{space 3}0.000{col 61}{space 4}-.9533664{col 74}{space 3}-.6612661
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6815176{col 33}{space 2} .0951859{col 44}{space 1}   -7.16{col 53}{space 3}0.000{col 61}{space 4}-.8681824{col 74}{space 3}-.4948528
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2} -.567485{col 33}{space 2} .0819118{col 44}{space 1}   -6.93{col 53}{space 3}0.000{col 61}{space 4}-.7281185{col 74}{space 3}-.4068514
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2004759{col 33}{space 2} .1139169{col 44}{space 1}   -1.76{col 53}{space 3}0.079{col 61}{space 4}-.4238732{col 74}{space 3} .0229214
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7314366{col 33}{space 2} .1239966{col 44}{space 1}   -5.90{col 53}{space 3}0.000{col 61}{space 4}-.9746008{col 74}{space 3}-.4882724
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}   .54082{col 33}{space 2} .0969233{col 44}{space 1}    5.58{col 53}{space 3}0.000{col 61}{space 4} .3507482{col 74}{space 3} .7308919
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}  .782358{col 33}{space 2} .1248625{col 44}{space 1}    6.27{col 53}{space 3}0.000{col 61}{space 4} .5374957{col 74}{space 3}  1.02722
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5269047{col 33}{space 2} .1214033{col 44}{space 1}   -4.34{col 53}{space 3}0.000{col 61}{space 4}-.7649832{col 74}{space 3}-.2888261
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5302068{col 33}{space 2} .1341494{col 44}{space 1}   -3.95{col 53}{space 3}0.000{col 61}{space 4}-.7932812{col 74}{space 3}-.2671325
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3425881{col 33}{space 2} .0668072{col 44}{space 1}    5.13{col 53}{space 3}0.000{col 61}{space 4} .2115754{col 74}{space 3} .4736008
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2} -1.23918{col 33}{space 2} .1725116{col 44}{space 1}   -7.18{col 53}{space 3}0.000{col 61}{space 4}-1.577485{col 74}{space 3}-.9008755
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.084448{col 33}{space 2}  .069228{col 44}{space 1}  -15.66{col 53}{space 3}0.000{col 61}{space 4}-1.220208{col 74}{space 3}-.9486884
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4013527{col 33}{space 2} .1011403{col 44}{space 1}    3.97{col 53}{space 3}0.000{col 61}{space 4}  .203011{col 74}{space 3} .5996945
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3492434{col 33}{space 2}  .113288{col 44}{space 1}    3.08{col 53}{space 3}0.002{col 61}{space 4} .1270794{col 74}{space 3} .5714075
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.473006{col 33}{space 2} .0837332{col 44}{space 1}   17.59{col 53}{space 3}0.000{col 61}{space 4} 1.308801{col 74}{space 3} 1.637212
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}  .528942{col 33}{space 2} .0903086{col 44}{space 1}    5.86{col 53}{space 3}0.000{col 61}{space 4} .3518418{col 74}{space 3} .7060422
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2763589{col 33}{space 2} .2330648{col 44}{space 1}   -1.19{col 53}{space 3}0.236{col 61}{space 4}-.7334118{col 74}{space 3}  .180694
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.507297{col 33}{space 2} .4275728{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4}-2.345791{col 74}{space 3}-.6688031
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2106586{col 33}{space 2} .1024977{col 44}{space 1}    2.06{col 53}{space 3}0.040{col 61}{space 4} .0096549{col 74}{space 3} .4116623
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7005969{col 33}{space 2} .1064242{col 44}{space 1}    6.58{col 53}{space 3}0.000{col 61}{space 4} .4918931{col 74}{space 3} .9093007
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4061556{col 33}{space 2} .0964771{col 44}{space 1}   -4.21{col 53}{space 3}0.000{col 61}{space 4}-.5953526{col 74}{space 3}-.2169586
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0926295{col 33}{space 2} .0843737{col 44}{space 1}   -1.10{col 53}{space 3}0.272{col 61}{space 4}-.2580909{col 74}{space 3}  .072832
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.371524{col 33}{space 2} .2625127{col 44}{space 1}    5.22{col 53}{space 3}0.000{col 61}{space 4} .8567223{col 74}{space 3} 1.886326
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. margins, dydx(iv2000a) at(iv2000a==(0(0.1)1))
{res}
{txt}Average marginal effects{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:dy/dx w.r.t.}:{space 1}{res:iv2000a}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:iv2000a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}      dy/dx{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}iv2000a      {txt}{c |}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  .867678{col 26}{space 2} .1712542{col 37}{space 1}    5.07{col 46}{space 3}0.000{col 54}{space 4} .5318391{col 67}{space 3} 1.203517
{txt}{space 10}2  {c |}{col 14}{res}{space 2} .5896198{col 26}{space 2} .1328263{col 37}{space 1}    4.44{col 46}{space 3}0.000{col 54}{space 4} .3291401{col 67}{space 3} .8500996
{txt}{space 10}3  {c |}{col 14}{res}{space 2} .3115616{col 26}{space 2} .0965227{col 37}{space 1}    3.23{col 46}{space 3}0.001{col 54}{space 4} .1222754{col 67}{space 3} .5008479
{txt}{space 10}4  {c |}{col 14}{res}{space 2} .0335034{col 26}{space 2} .0659499{col 37}{space 1}    0.51{col 46}{space 3}0.611{col 54}{space 4}-.0958279{col 67}{space 3} .1628347
{txt}{space 10}5  {c |}{col 14}{res}{space 2}-.2445547{col 26}{space 2} .0523556{col 37}{space 1}   -4.67{col 46}{space 3}0.000{col 54}{space 4} -.347227{col 67}{space 3}-.1418825
{txt}{space 10}6  {c |}{col 14}{res}{space 2}-.5226129{col 26}{space 2} .0670209{col 37}{space 1}   -7.80{col 46}{space 3}0.000{col 54}{space 4}-.6540446{col 67}{space 3}-.3911812
{txt}{space 10}7  {c |}{col 14}{res}{space 2}-.8006712{col 26}{space 2}  .097987{col 37}{space 1}   -8.17{col 46}{space 3}0.000{col 54}{space 4}-.9928291{col 67}{space 3}-.6085132
{txt}{space 10}8  {c |}{col 14}{res}{space 2}-1.078729{col 26}{space 2}  .134425{col 37}{space 1}   -8.02{col 46}{space 3}0.000{col 54}{space 4}-1.342344{col 67}{space 3}-.8151144
{txt}{space 10}9  {c |}{col 14}{res}{space 2}-1.356788{col 26}{space 2} .1729094{col 37}{space 1}   -7.85{col 46}{space 3}0.000{col 54}{space 4}-1.695872{col 67}{space 3}-1.017703
{txt}{space 9}10  {c |}{col 14}{res}{space 2}-1.634846{col 26}{space 2} .2123304{col 37}{space 1}   -7.70{col 46}{space 3}0.000{col 54}{space 4}-2.051237{col 67}{space 3}-1.218454
{txt}{space 9}11  {c |}{col 14}{res}{space 2}-1.912904{col 26}{space 2} .2522494{col 37}{space 1}   -7.58{col 46}{space 3}0.000{col 54}{space 4}-2.407579{col 67}{space 3}-1.418229
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. marginsplot, title("Marginal Effect of Mean State Duration") ///
> ytitle("Change in 2010 GDP per capita (Log)", size (medsmall) )  ///
> xtitle("Mean State Duration", size(medsmall))  ///
> ylabel(, labsize(small))  ///
> xlabel(, labsize(small))  ///
> yline(0)  ///
> scheme(s1mono)

{text}{p 2 6 2}Variables that uniquely identify margins: iv2000a{p_end}
{res}{txt}
{com}. 
. graph export "$resultspath/MEmsd.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/MEmsd.png written in PNG format)

{com}. 
. 
. 
. 
. 
. ********************************************************************************
. * Table 3
. ********************************************************************************
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> anystate2000a SQanystate2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(49, 2173)       =  {res}  5501.98
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9028
                                                {txt}Root MSE          =    {res} .21788

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2}  .436435{col 30}{space 2} .1754156{col 41}{space 1}    2.49{col 50}{space 3}0.013{col 58}{space 4} .0924352{col 71}{space 3} .7804347
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-.9261314{col 30}{space 2} .2060465{col 41}{space 1}   -4.49{col 50}{space 3}0.000{col 58}{space 4}  -1.3302{col 71}{space 3}-.5220626
{txt}{space 3}anystate2000a {c |}{col 18}{res}{space 2} .0275839{col 30}{space 2} .0204744{col 41}{space 1}    1.35{col 50}{space 3}0.178{col 58}{space 4}-.0125675{col 71}{space 3} .0677354
{txt}{space 1}SQanystate2000a {c |}{col 18}{res}{space 2}-.0001608{col 30}{space 2} .0006686{col 41}{space 1}   -0.24{col 50}{space 3}0.810{col 58}{space 4}-.0014719{col 71}{space 3} .0011503
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .0972914{col 30}{space 2} .0260476{col 41}{space 1}    3.74{col 50}{space 3}0.000{col 58}{space 4} .0462107{col 71}{space 3} .1483722
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000864{col 30}{space 2} .0000197{col 41}{space 1}    4.37{col 50}{space 3}0.000{col 58}{space 4} .0000477{col 71}{space 3} .0001251
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0002705{col 30}{space 2} .0000685{col 41}{space 1}   -3.95{col 50}{space 3}0.000{col 58}{space 4}-.0004048{col 71}{space 3}-.0001362
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0393139{col 30}{space 2} .0207331{col 41}{space 1}    1.90{col 50}{space 3}0.058{col 58}{space 4}-.0013449{col 71}{space 3} .0799726
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-3.04e-07{col 30}{space 2} 1.28e-07{col 41}{space 1}   -2.37{col 50}{space 3}0.018{col 58}{space 4}-5.56e-07{col 71}{space 3}-5.29e-08
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0301909{col 30}{space 2} .0033375{col 41}{space 1}    9.05{col 50}{space 3}0.000{col 58}{space 4} .0236458{col 71}{space 3}  .036736
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0227693{col 30}{space 2} .0115823{col 41}{space 1}    1.97{col 50}{space 3}0.049{col 58}{space 4} .0000558{col 71}{space 3} .0454828
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0006723{col 30}{space 2} .0002388{col 41}{space 1}   -2.82{col 50}{space 3}0.005{col 58}{space 4}-.0011407{col 71}{space 3} -.000204
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5887629{col 30}{space 2}  .067937{col 41}{space 1}   -8.67{col 50}{space 3}0.000{col 58}{space 4}-.7219912{col 71}{space 3}-.4555347
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.865107{col 30}{space 2} .0927312{col 41}{space 1}  -20.11{col 50}{space 3}0.000{col 58}{space 4}-2.046958{col 71}{space 3}-1.683256
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-2.039344{col 30}{space 2} .1271932{col 41}{space 1}  -16.03{col 50}{space 3}0.000{col 58}{space 4}-2.288777{col 71}{space 3}-1.789911
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .4544034{col 30}{space 2} .0761853{col 41}{space 1}    5.96{col 50}{space 3}0.000{col 58}{space 4} .3049998{col 71}{space 3}  .603807
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} -.139712{col 30}{space 2} .0266863{col 41}{space 1}   -5.24{col 50}{space 3}0.000{col 58}{space 4}-.1920453{col 71}{space 3}-.0873787
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0881782{col 30}{space 2} .0494961{col 41}{space 1}   -1.78{col 50}{space 3}0.075{col 58}{space 4}-.1852428{col 71}{space 3} .0088864
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5806036{col 30}{space 2} .0848647{col 41}{space 1}    6.84{col 50}{space 3}0.000{col 58}{space 4}  .414179{col 71}{space 3} .7470281
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.3625059{col 30}{space 2} .0681272{col 41}{space 1}   -5.32{col 50}{space 3}0.000{col 58}{space 4}-.4961071{col 71}{space 3}-.2289046
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.8489547{col 30}{space 2} .0842777{col 41}{space 1}  -10.07{col 50}{space 3}0.000{col 58}{space 4}-1.014228{col 71}{space 3}-.6836813
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.714651{col 30}{space 2} .1775988{col 41}{space 1}   -9.65{col 50}{space 3}0.000{col 58}{space 4}-2.062932{col 71}{space 3}-1.366369
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.252576{col 30}{space 2}  .105309{col 41}{space 1}  -11.89{col 50}{space 3}0.000{col 58}{space 4}-1.459093{col 71}{space 3}-1.046059
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0617705{col 30}{space 2} .0664459{col 41}{space 1}   -0.93{col 50}{space 3}0.353{col 58}{space 4}-.1920747{col 71}{space 3} .0685337
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.076089{col 30}{space 2} .1084471{col 41}{space 1}   -9.92{col 50}{space 3}0.000{col 58}{space 4} -1.28876{col 71}{space 3}-.8634182
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7426407{col 30}{space 2} .1491172{col 41}{space 1}   -4.98{col 50}{space 3}0.000{col 58}{space 4}-1.035068{col 71}{space 3}-.4502134
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.121353{col 30}{space 2} .0741591{col 41}{space 1}  -15.12{col 50}{space 3}0.000{col 58}{space 4}-1.266783{col 71}{space 3}-.9759228
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9700926{col 30}{space 2}  .076734{col 41}{space 1}  -12.64{col 50}{space 3}0.000{col 58}{space 4}-1.120572{col 71}{space 3} -.819613
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.9440766{col 30}{space 2} .0795651{col 41}{space 1}  -11.87{col 50}{space 3}0.000{col 58}{space 4}-1.100108{col 71}{space 3} -.788045
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4931589{col 30}{space 2} .0500127{col 41}{space 1}   -9.86{col 50}{space 3}0.000{col 58}{space 4}-.5912367{col 71}{space 3}-.3950812
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2} -1.01981{col 30}{space 2} .0964826{col 41}{space 1}  -10.57{col 50}{space 3}0.000{col 58}{space 4}-1.209018{col 71}{space 3} -.830602
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}  .178997{col 30}{space 2} .0744152{col 41}{space 1}    2.41{col 50}{space 3}0.016{col 58}{space 4} .0330645{col 71}{space 3} .3249295
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .2805361{col 30}{space 2} .1739288{col 41}{space 1}    1.61{col 50}{space 3}0.107{col 58}{space 4}-.0605481{col 71}{space 3} .6216203
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.7819402{col 30}{space 2} .0971686{col 41}{space 1}   -8.05{col 50}{space 3}0.000{col 58}{space 4}-.9724933{col 71}{space 3}-.5913871
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8321012{col 30}{space 2} .1041596{col 41}{space 1}   -7.99{col 50}{space 3}0.000{col 58}{space 4}-1.036364{col 71}{space 3}-.6278384
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}-.0363358{col 30}{space 2} .0605255{col 41}{space 1}   -0.60{col 50}{space 3}0.548{col 58}{space 4}-.1550298{col 71}{space 3} .0823582
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.478974{col 30}{space 2} .1634471{col 41}{space 1}   -9.05{col 50}{space 3}0.000{col 58}{space 4}-1.799503{col 71}{space 3}-1.158445
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.371572{col 30}{space 2} .0816346{col 41}{space 1}  -16.80{col 50}{space 3}0.000{col 58}{space 4}-1.531662{col 71}{space 3}-1.211482
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0098699{col 30}{space 2}  .079548{col 41}{space 1}    0.12{col 50}{space 3}0.901{col 58}{space 4}-.1461283{col 71}{space 3} .1658681
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}-.0839914{col 30}{space 2} .0982425{col 41}{space 1}   -0.85{col 50}{space 3}0.393{col 58}{space 4}-.2766505{col 71}{space 3} .1086677
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.040211{col 30}{space 2} .0601116{col 41}{space 1}   17.30{col 50}{space 3}0.000{col 58}{space 4} .9223287{col 71}{space 3} 1.158093
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .1531572{col 30}{space 2} .0776945{col 41}{space 1}    1.97{col 50}{space 3}0.049{col 58}{space 4} .0007939{col 71}{space 3} .3055204
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.6445891{col 30}{space 2} .2579291{col 41}{space 1}   -2.50{col 50}{space 3}0.013{col 58}{space 4}-1.150403{col 71}{space 3}-.1387756
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.847336{col 30}{space 2} .4334832{col 41}{space 1}   -4.26{col 50}{space 3}0.000{col 58}{space 4}-2.697421{col 71}{space 3}-.9972506
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.1237295{col 30}{space 2}  .077808{col 41}{space 1}   -1.59{col 50}{space 3}0.112{col 58}{space 4}-.2763154{col 71}{space 3} .0288565
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3553472{col 30}{space 2} .0845367{col 41}{space 1}    4.20{col 50}{space 3}0.000{col 58}{space 4}  .189566{col 71}{space 3} .5211283
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6712853{col 30}{space 2} .0918949{col 41}{space 1}   -7.30{col 50}{space 3}0.000{col 58}{space 4}-.8514963{col 71}{space 3}-.4910744
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.4997609{col 30}{space 2} .0779492{col 41}{space 1}   -6.41{col 50}{space 3}0.000{col 58}{space 4}-.6526237{col 71}{space 3}-.3468982
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3557818{col 30}{space 2} .1018307{col 41}{space 1}   -3.49{col 50}{space 3}0.000{col 58}{space 4}-.5554775{col 71}{space 3}-.1560861
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} .9913396{col 30}{space 2} .2627124{col 41}{space 1}    3.77{col 50}{space 3}0.000{col 58}{space 4} .4761459{col 71}{space 3} 1.506533
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> romanempire ottomanempire mongolianempire ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(50, 2172)       =  {res}  4940.27
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9037
                                                {txt}Root MSE          =    {res} .21689

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8112939{col 30}{space 2} .1783474{col 41}{space 1}    4.55{col 50}{space 3}0.000{col 58}{space 4} .4615447{col 71}{space 3} 1.161043
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.338289{col 30}{space 2}  .213821{col 41}{space 1}   -6.26{col 50}{space 3}0.000{col 58}{space 4}-1.757604{col 71}{space 3}-.9189739
{txt}{space 5}romanempire {c |}{col 18}{res}{space 2} .0110767{col 30}{space 2} .0053864{col 41}{space 1}    2.06{col 50}{space 3}0.040{col 58}{space 4} .0005137{col 71}{space 3} .0216397
{txt}{space 3}ottomanempire {c |}{col 18}{res}{space 2}-.0831719{col 30}{space 2} .0140517{col 41}{space 1}   -5.92{col 50}{space 3}0.000{col 58}{space 4}-.1107281{col 71}{space 3}-.0556156
{txt}{space 1}mongolianempire {c |}{col 18}{res}{space 2} .2078518{col 30}{space 2} .0962817{col 41}{space 1}    2.16{col 50}{space 3}0.031{col 58}{space 4}  .019038{col 71}{space 3} .3966656
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1439608{col 30}{space 2} .0257003{col 41}{space 1}    5.60{col 50}{space 3}0.000{col 58}{space 4}  .093561{col 71}{space 3} .1943606
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001114{col 30}{space 2}   .00002{col 41}{space 1}    5.58{col 50}{space 3}0.000{col 58}{space 4} .0000723{col 71}{space 3} .0001506
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0004307{col 30}{space 2} .0000716{col 41}{space 1}   -6.01{col 50}{space 3}0.000{col 58}{space 4}-.0005712{col 71}{space 3}-.0002903
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}  .043954{col 30}{space 2}  .020506{col 41}{space 1}    2.14{col 50}{space 3}0.032{col 58}{space 4} .0037405{col 71}{space 3} .0841675
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.01e-07{col 30}{space 2} 1.24e-07{col 41}{space 1}   -3.23{col 50}{space 3}0.001{col 58}{space 4}-6.44e-07{col 71}{space 3}-1.58e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0262058{col 30}{space 2} .0033596{col 41}{space 1}    7.80{col 50}{space 3}0.000{col 58}{space 4} .0196174{col 71}{space 3} .0327941
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0229399{col 30}{space 2} .0114373{col 41}{space 1}    2.01{col 50}{space 3}0.045{col 58}{space 4} .0005108{col 71}{space 3} .0453691
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0006811{col 30}{space 2} .0002344{col 41}{space 1}   -2.91{col 50}{space 3}0.004{col 58}{space 4}-.0011407{col 71}{space 3}-.0002214
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5936244{col 30}{space 2} .0688236{col 41}{space 1}   -8.63{col 50}{space 3}0.000{col 58}{space 4}-.7285914{col 71}{space 3}-.4586574
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.500805{col 30}{space 2} .1068453{col 41}{space 1}  -14.05{col 50}{space 3}0.000{col 58}{space 4}-1.710335{col 71}{space 3}-1.291275
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.581748{col 30}{space 2}  .142203{col 41}{space 1}  -11.12{col 50}{space 3}0.000{col 58}{space 4}-1.860616{col 71}{space 3} -1.30288
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .4613361{col 30}{space 2} .0765138{col 41}{space 1}    6.03{col 50}{space 3}0.000{col 58}{space 4} .3112882{col 71}{space 3} .6113841
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1403759{col 30}{space 2} .0281653{col 41}{space 1}   -4.98{col 50}{space 3}0.000{col 58}{space 4}-.1956097{col 71}{space 3}-.0851422
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0564711{col 30}{space 2}  .049478{col 41}{space 1}   -1.14{col 50}{space 3}0.254{col 58}{space 4}-.1535002{col 71}{space 3} .0405581
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5529796{col 30}{space 2} .0853411{col 41}{space 1}    6.48{col 50}{space 3}0.000{col 58}{space 4} .3856209{col 71}{space 3} .7203384
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.3174126{col 30}{space 2} .0678071{col 41}{space 1}   -4.68{col 50}{space 3}0.000{col 58}{space 4}-.4503863{col 71}{space 3} -.184439
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.8042056{col 30}{space 2} .0822125{col 41}{space 1}   -9.78{col 50}{space 3}0.000{col 58}{space 4} -.965429{col 71}{space 3}-.6429822
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.406473{col 30}{space 2} .1535729{col 41}{space 1}   -9.16{col 50}{space 3}0.000{col 58}{space 4}-1.707638{col 71}{space 3}-1.105307
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.230301{col 30}{space 2} .0980495{col 41}{space 1}  -12.55{col 50}{space 3}0.000{col 58}{space 4}-1.422582{col 71}{space 3}-1.038021
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0485962{col 30}{space 2} .0664912{col 41}{space 1}   -0.73{col 50}{space 3}0.465{col 58}{space 4}-.1789892{col 71}{space 3} .0817967
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.216908{col 30}{space 2} .1071946{col 41}{space 1}  -11.35{col 50}{space 3}0.000{col 58}{space 4}-1.427123{col 71}{space 3}-1.006693
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7621678{col 30}{space 2} .1490327{col 41}{space 1}   -5.11{col 50}{space 3}0.000{col 58}{space 4}-1.054429{col 71}{space 3}-.4699062
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} -1.10236{col 30}{space 2} .0745834{col 41}{space 1}  -14.78{col 50}{space 3}0.000{col 58}{space 4}-1.248622{col 71}{space 3}-.9560975
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-1.011553{col 30}{space 2} .0780903{col 41}{space 1}  -12.95{col 50}{space 3}0.000{col 58}{space 4}-1.164692{col 71}{space 3} -.858413
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.6607986{col 30}{space 2} .0971054{col 41}{space 1}   -6.80{col 50}{space 3}0.000{col 58}{space 4}-.8512278{col 71}{space 3}-.4703694
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4888747{col 30}{space 2} .0501959{col 41}{space 1}   -9.74{col 50}{space 3}0.000{col 58}{space 4}-.5873117{col 71}{space 3}-.3904377
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.087788{col 30}{space 2}  .098087{col 41}{space 1}  -11.09{col 50}{space 3}0.000{col 58}{space 4}-1.280143{col 71}{space 3}-.8954343
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .1950252{col 30}{space 2} .0750969{col 41}{space 1}    2.60{col 50}{space 3}0.009{col 58}{space 4}  .047756{col 71}{space 3} .3422945
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .5531479{col 30}{space 2} .1702672{col 41}{space 1}    3.25{col 50}{space 3}0.001{col 58}{space 4} .2192442{col 71}{space 3} .8870516
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8761005{col 30}{space 2} .0983764{col 41}{space 1}   -8.91{col 50}{space 3}0.000{col 58}{space 4}-1.069022{col 71}{space 3}-.6831788
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8914313{col 30}{space 2} .1054967{col 41}{space 1}   -8.45{col 50}{space 3}0.000{col 58}{space 4}-1.098316{col 71}{space 3}-.6845464
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}-.0345498{col 30}{space 2} .0623826{col 41}{space 1}   -0.55{col 50}{space 3}0.580{col 58}{space 4}-.1568857{col 71}{space 3} .0877862
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.325393{col 30}{space 2} .1772638{col 41}{space 1}   -7.48{col 50}{space 3}0.000{col 58}{space 4}-1.673017{col 71}{space 3}-.9777685
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2} -1.25959{col 30}{space 2} .0845313{col 41}{space 1}  -14.90{col 50}{space 3}0.000{col 58}{space 4} -1.42536{col 71}{space 3}-1.093819
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0347764{col 30}{space 2} .0788743{col 41}{space 1}    0.44{col 50}{space 3}0.659{col 58}{space 4}-.1199006{col 71}{space 3} .1894535
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}-.0165651{col 30}{space 2} .0975662{col 41}{space 1}   -0.17{col 50}{space 3}0.865{col 58}{space 4} -.207898{col 71}{space 3} .1747679
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.110169{col 30}{space 2} .0592307{col 41}{space 1}   18.74{col 50}{space 3}0.000{col 58}{space 4} .9940144{col 71}{space 3} 1.226324
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .1633405{col 30}{space 2} .0786502{col 41}{space 1}    2.08{col 50}{space 3}0.038{col 58}{space 4} .0091029{col 71}{space 3}  .317578
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.1853417{col 30}{space 2} .2624616{col 41}{space 1}   -0.71{col 50}{space 3}0.480{col 58}{space 4}-.7000438{col 71}{space 3} .3293605
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.505964{col 30}{space 2} .4285266{col 41}{space 1}   -3.51{col 50}{space 3}0.000{col 58}{space 4}-2.346329{col 71}{space 3}-.6655991
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0994867{col 30}{space 2} .0780271{col 41}{space 1}   -1.28{col 50}{space 3}0.202{col 58}{space 4}-.2525023{col 71}{space 3}  .053529
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3544856{col 30}{space 2} .0845166{col 41}{space 1}    4.19{col 50}{space 3}0.000{col 58}{space 4} .1887437{col 71}{space 3} .5202275
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7336981{col 30}{space 2} .0945491{col 41}{space 1}   -7.76{col 50}{space 3}0.000{col 58}{space 4}-.9191142{col 71}{space 3} -.548282
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.4599185{col 30}{space 2} .0791551{col 41}{space 1}   -5.81{col 50}{space 3}0.000{col 58}{space 4}-.6151462{col 71}{space 3}-.3046909
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.1021138{col 30}{space 2}   .10711{col 41}{space 1}   -0.95{col 50}{space 3}0.341{col 58}{space 4}-.3121626{col 71}{space 3}  .107935
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.477678{col 30}{space 2}   .22742{col 41}{space 1}    6.50{col 50}{space 3}0.000{col 58}{space 4} 1.031694{col 71}{space 3} 1.923661
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> east_europe low_region westgermany eubelt capital ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(50, 2172)       =  {res}   685.50
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9040
                                                {txt}Root MSE          =    {res} .21662

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .6991595{col 30}{space 2} .1701959{col 41}{space 1}    4.11{col 50}{space 3}0.000{col 58}{space 4} .3653957{col 71}{space 3} 1.032923
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.169978{col 30}{space 2} .2024253{col 41}{space 1}   -5.78{col 50}{space 3}0.000{col 58}{space 4}-1.566945{col 71}{space 3}-.7730101
{txt}{space 5}east_europe {c |}{col 18}{res}{space 2}-1.624155{col 30}{space 2} .1788258{col 41}{space 1}   -9.08{col 50}{space 3}0.000{col 58}{space 4}-1.974842{col 71}{space 3}-1.273467
{txt}{space 6}low_region {c |}{col 18}{res}{space 2} 1.015774{col 30}{space 2} .0709176{col 41}{space 1}   14.32{col 50}{space 3}0.000{col 58}{space 4}  .876701{col 71}{space 3} 1.154848
{txt}{space 5}westgermany {c |}{col 18}{res}{space 2} .1385446{col 30}{space 2}  .035097{col 41}{space 1}    3.95{col 50}{space 3}0.000{col 58}{space 4} .0697175{col 71}{space 3} .2073717
{txt}{space 10}eubelt {c |}{col 18}{res}{space 2} .1037807{col 30}{space 2} .0222918{col 41}{space 1}    4.66{col 50}{space 3}0.000{col 58}{space 4} .0600653{col 71}{space 3} .1474961
{txt}{space 9}capital {c |}{col 18}{res}{space 2} .0962295{col 30}{space 2} .0510452{col 41}{space 1}    1.89{col 50}{space 3}0.060{col 58}{space 4}-.0038731{col 71}{space 3}  .196332
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1108431{col 30}{space 2} .0253443{col 41}{space 1}    4.37{col 50}{space 3}0.000{col 58}{space 4} .0611415{col 71}{space 3} .1605448
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000741{col 30}{space 2} .0000201{col 41}{space 1}    3.69{col 50}{space 3}0.000{col 58}{space 4} .0000347{col 71}{space 3} .0001135
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0002857{col 30}{space 2}  .000067{col 41}{space 1}   -4.26{col 50}{space 3}0.000{col 58}{space 4}-.0004172{col 71}{space 3}-.0001543
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0264455{col 30}{space 2} .0202678{col 41}{space 1}    1.30{col 50}{space 3}0.192{col 58}{space 4}-.0133009{col 71}{space 3} .0661918
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-3.88e-07{col 30}{space 2} 1.25e-07{col 41}{space 1}   -3.12{col 50}{space 3}0.002{col 58}{space 4}-6.32e-07{col 71}{space 3}-1.44e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0205347{col 30}{space 2} .0032232{col 41}{space 1}    6.37{col 50}{space 3}0.000{col 58}{space 4} .0142139{col 71}{space 3} .0268555
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0148715{col 30}{space 2} .0114069{col 41}{space 1}    1.30{col 50}{space 3}0.192{col 58}{space 4}-.0074981{col 71}{space 3} .0372411
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0004905{col 30}{space 2} .0002351{col 41}{space 1}   -2.09{col 50}{space 3}0.037{col 58}{space 4}-.0009516{col 71}{space 3}-.0000294
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} 1.010745{col 30}{space 2} .1601755{col 41}{space 1}    6.31{col 50}{space 3}0.000{col 58}{space 4}  .696632{col 71}{space 3} 1.324859
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2} -.201049{col 30}{space 2} .1669495{col 41}{space 1}   -1.20{col 50}{space 3}0.229{col 58}{space 4}-.5284464{col 71}{space 3} .1263485
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-2.010877{col 30}{space 2} .1255437{col 41}{space 1}  -16.02{col 50}{space 3}0.000{col 58}{space 4}-2.257076{col 71}{space 3}-1.764679
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}  .448266{col 30}{space 2} .0774371{col 41}{space 1}    5.79{col 50}{space 3}0.000{col 58}{space 4} .2964074{col 71}{space 3} .6001245
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1092891{col 30}{space 2} .0271142{col 41}{space 1}   -4.03{col 50}{space 3}0.000{col 58}{space 4}-.1624617{col 71}{space 3}-.0561165
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0269356{col 30}{space 2} .0479623{col 41}{space 1}   -0.56{col 50}{space 3}0.574{col 58}{space 4}-.1209925{col 71}{space 3} .0671212
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5642885{col 30}{space 2} .0874361{col 41}{space 1}    6.45{col 50}{space 3}0.000{col 58}{space 4} .3928213{col 71}{space 3} .7357556
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2739634{col 30}{space 2} .0673937{col 41}{space 1}   -4.07{col 50}{space 3}0.000{col 58}{space 4}-.4061262{col 71}{space 3}-.1418005
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7775714{col 30}{space 2} .0835633{col 41}{space 1}   -9.31{col 50}{space 3}0.000{col 58}{space 4}-.9414438{col 71}{space 3}-.6136991
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.689979{col 30}{space 2} .1694961{col 41}{space 1}   -9.97{col 50}{space 3}0.000{col 58}{space 4}-2.022371{col 71}{space 3}-1.357588
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2} .2636504{col 30}{space 2} .1699077{col 41}{space 1}    1.55{col 50}{space 3}0.121{col 58}{space 4}-.0695483{col 71}{space 3}  .596849
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.1773152{col 30}{space 2} .0735568{col 41}{space 1}   -2.41{col 50}{space 3}0.016{col 58}{space 4}-.3215642{col 71}{space 3}-.0330661
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2} .4489504{col 30}{space 2}  .175917{col 41}{space 1}    2.55{col 50}{space 3}0.011{col 58}{space 4} .1039671{col 71}{space 3} .7939337
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} .7798704{col 30}{space 2}  .201488{col 41}{space 1}    3.87{col 50}{space 3}0.000{col 58}{space 4} .3847409{col 71}{space 3}    1.175
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .4732342{col 30}{space 2} .1611747{col 41}{space 1}    2.94{col 50}{space 3}0.003{col 58}{space 4} .1571614{col 71}{space 3}  .789307
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} .5635222{col 30}{space 2} .1603601{col 41}{space 1}    3.51{col 50}{space 3}0.000{col 58}{space 4} .2490469{col 71}{space 3} .8779975
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8821423{col 30}{space 2} .0830072{col 41}{space 1}  -10.63{col 50}{space 3}0.000{col 58}{space 4}-1.044924{col 71}{space 3}-.7193606
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4764196{col 30}{space 2} .0465658{col 41}{space 1}  -10.23{col 50}{space 3}0.000{col 58}{space 4}-.5677377{col 71}{space 3}-.3851014
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.149357{col 30}{space 2}  .102722{col 41}{space 1}  -11.19{col 50}{space 3}0.000{col 58}{space 4}-1.350801{col 71}{space 3}-.9479132
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}-.8991899{col 30}{space 2} .0637579{col 41}{space 1}  -14.10{col 50}{space 3}0.000{col 58}{space 4}-1.024223{col 71}{space 3}-.7741571
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .3857751{col 30}{space 2} .1750498{col 41}{space 1}    2.20{col 50}{space 3}0.028{col 58}{space 4} .0424925{col 71}{space 3} .7290577
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.9389459{col 30}{space 2} .1015678{col 41}{space 1}   -9.24{col 50}{space 3}0.000{col 58}{space 4}-1.138126{col 71}{space 3}-.7397657
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.9427116{col 30}{space 2} .1106467{col 41}{space 1}   -8.52{col 50}{space 3}0.000{col 58}{space 4}-1.159696{col 71}{space 3}-.7257272
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}  .008092{col 30}{space 2} .0591634{col 41}{space 1}    0.14{col 50}{space 3}0.891{col 58}{space 4}-.1079307{col 71}{space 3} .1241147
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2} .1758342{col 30}{space 2} .1602313{col 41}{space 1}    1.10{col 50}{space 3}0.273{col 58}{space 4}-.1383885{col 71}{space 3} .4900569
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}-.0085155{col 30}{space 2} .0763525{col 41}{space 1}   -0.11{col 50}{space 3}0.911{col 58}{space 4}-.1582471{col 71}{space 3} .1412161
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} -1.08036{col 30}{space 2} .0860489{col 41}{space 1}  -12.56{col 50}{space 3}0.000{col 58}{space 4}-1.249106{col 71}{space 3}-.9116127
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2} .1899787{col 30}{space 2} .0779427{col 41}{space 1}    2.44{col 50}{space 3}0.015{col 58}{space 4} .0371286{col 71}{space 3} .3428288
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.6112654{col 30}{space 2}  .258885{col 41}{space 1}   -2.36{col 50}{space 3}0.018{col 58}{space 4}-1.118954{col 71}{space 3}-.1035771
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.812468{col 30}{space 2} .4295132{col 41}{space 1}   -4.22{col 50}{space 3}0.000{col 58}{space 4}-2.654768{col 71}{space 3}-.9701686
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2} -.082769{col 30}{space 2} .0782416{col 41}{space 1}   -1.06{col 50}{space 3}0.290{col 58}{space 4}-.2362052{col 71}{space 3} .0706673
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3371806{col 30}{space 2} .0866489{col 41}{space 1}    3.89{col 50}{space 3}0.000{col 58}{space 4} .1672572{col 71}{space 3}  .507104
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .8720992{col 30}{space 2} .1689198{col 41}{space 1}    5.16{col 50}{space 3}0.000{col 58}{space 4} .5408378{col 71}{space 3}  1.20336
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2} -.448596{col 30}{space 2} .0834248{col 41}{space 1}   -5.38{col 50}{space 3}0.000{col 58}{space 4}-.6121968{col 71}{space 3}-.2849951
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3161185{col 30}{space 2} .1017355{col 41}{space 1}   -3.11{col 50}{space 3}0.002{col 58}{space 4}-.5156277{col 71}{space 3}-.1166093
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.904923{col 30}{space 2} .2185974{col 41}{space 1}    8.71{col 50}{space 3}0.000{col 58}{space 4} 1.476241{col 71}{space 3} 2.333605
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> east_europe low_region westgermany eubelt num_centuries ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(50, 2172)       =  {res}  1674.28
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9038
                                                {txt}Root MSE          =    {res} .21682

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .7030452{col 30}{space 2} .1703701{col 41}{space 1}    4.13{col 50}{space 3}0.000{col 58}{space 4} .3689397{col 71}{space 3} 1.037151
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.168049{col 30}{space 2} .2025456{col 41}{space 1}   -5.77{col 50}{space 3}0.000{col 58}{space 4}-1.565253{col 71}{space 3} -.770846
{txt}{space 5}east_europe {c |}{col 18}{res}{space 2}  -1.6208{col 30}{space 2} .1785928{col 41}{space 1}   -9.08{col 50}{space 3}0.000{col 58}{space 4}-1.971031{col 71}{space 3}-1.270569
{txt}{space 6}low_region {c |}{col 18}{res}{space 2} 1.048521{col 30}{space 2} .0592364{col 41}{space 1}   17.70{col 50}{space 3}0.000{col 58}{space 4} .9323551{col 71}{space 3} 1.164687
{txt}{space 5}westgermany {c |}{col 18}{res}{space 2} .1262175{col 30}{space 2} .0352038{col 41}{space 1}    3.59{col 50}{space 3}0.000{col 58}{space 4} .0571809{col 71}{space 3} .1952542
{txt}{space 10}eubelt {c |}{col 18}{res}{space 2} .1213284{col 30}{space 2} .0214824{col 41}{space 1}    5.65{col 50}{space 3}0.000{col 58}{space 4} .0792001{col 71}{space 3} .1634567
{txt}{space 3}num_centuries {c |}{col 18}{res}{space 2} .0031475{col 30}{space 2} .0041787{col 41}{space 1}    0.75{col 50}{space 3}0.451{col 58}{space 4}-.0050471{col 71}{space 3} .0113421
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1086465{col 30}{space 2} .0253668{col 41}{space 1}    4.28{col 50}{space 3}0.000{col 58}{space 4} .0589009{col 71}{space 3} .1583922
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0000713{col 30}{space 2} .0000198{col 41}{space 1}    3.60{col 50}{space 3}0.000{col 58}{space 4} .0000324{col 71}{space 3} .0001102
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} -.000288{col 30}{space 2} .0000672{col 41}{space 1}   -4.29{col 50}{space 3}0.000{col 58}{space 4}-.0004197{col 71}{space 3}-.0001563
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0246092{col 30}{space 2} .0203503{col 41}{space 1}    1.21{col 50}{space 3}0.227{col 58}{space 4}-.0152989{col 71}{space 3} .0645173
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-3.86e-07{col 30}{space 2} 1.25e-07{col 41}{space 1}   -3.09{col 50}{space 3}0.002{col 58}{space 4}-6.31e-07{col 71}{space 3}-1.41e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0198283{col 30}{space 2} .0032346{col 41}{space 1}    6.13{col 50}{space 3}0.000{col 58}{space 4}  .013485{col 71}{space 3} .0261716
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0148001{col 30}{space 2} .0113783{col 41}{space 1}    1.30{col 50}{space 3}0.193{col 58}{space 4}-.0075133{col 71}{space 3} .0371136
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0004846{col 30}{space 2} .0002348{col 41}{space 1}   -2.06{col 50}{space 3}0.039{col 58}{space 4}-.0009451{col 71}{space 3}-.0000242
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} 1.014455{col 30}{space 2} .1598976{col 41}{space 1}    6.34{col 50}{space 3}0.000{col 58}{space 4} .7008865{col 71}{space 3} 1.328023
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-.2034455{col 30}{space 2}  .166615{col 41}{space 1}   -1.22{col 50}{space 3}0.222{col 58}{space 4} -.530187{col 71}{space 3}  .123296
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.999992{col 30}{space 2} .1251068{col 41}{space 1}  -15.99{col 50}{space 3}0.000{col 58}{space 4}-2.245334{col 71}{space 3}-1.754651
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .4530931{col 30}{space 2} .0772912{col 41}{space 1}    5.86{col 50}{space 3}0.000{col 58}{space 4} .3015208{col 71}{space 3} .6046655
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1047692{col 30}{space 2} .0269947{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.1577074{col 71}{space 3} -.051831
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0236588{col 30}{space 2} .0478255{col 41}{space 1}   -0.49{col 50}{space 3}0.621{col 58}{space 4}-.1174473{col 71}{space 3} .0701297
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5731712{col 30}{space 2} .0873292{col 41}{space 1}    6.56{col 50}{space 3}0.000{col 58}{space 4} .4019136{col 71}{space 3} .7444288
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2659463{col 30}{space 2} .0672436{col 41}{space 1}   -3.95{col 50}{space 3}0.000{col 58}{space 4}-.3978149{col 71}{space 3}-.1340778
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7751178{col 30}{space 2} .0836235{col 41}{space 1}   -9.27{col 50}{space 3}0.000{col 58}{space 4}-.9391081{col 71}{space 3}-.6111274
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.687507{col 30}{space 2} .1694412{col 41}{space 1}   -9.96{col 50}{space 3}0.000{col 58}{space 4} -2.01979{col 71}{space 3}-1.355223
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2} .2635041{col 30}{space 2} .1697609{col 41}{space 1}    1.55{col 50}{space 3}0.121{col 58}{space 4}-.0694067{col 71}{space 3} .5964148
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.1738436{col 30}{space 2} .0736041{col 41}{space 1}   -2.36{col 50}{space 3}0.018{col 58}{space 4}-.3181855{col 71}{space 3}-.0295017
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2} .4503042{col 30}{space 2} .1756679{col 41}{space 1}    2.56{col 50}{space 3}0.010{col 58}{space 4} .1058094{col 71}{space 3} .7947989
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}  .780463{col 30}{space 2}  .201207{col 41}{space 1}    3.88{col 50}{space 3}0.000{col 58}{space 4} .3858846{col 71}{space 3} 1.175041
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .4747102{col 30}{space 2} .1609472{col 41}{space 1}    2.95{col 50}{space 3}0.003{col 58}{space 4} .1590836{col 71}{space 3} .7903368
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} .5653978{col 30}{space 2} .1600991{col 41}{space 1}    3.53{col 50}{space 3}0.000{col 58}{space 4} .2514343{col 71}{space 3} .8793613
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8822354{col 30}{space 2} .0814472{col 41}{space 1}  -10.83{col 50}{space 3}0.000{col 58}{space 4}-1.041958{col 71}{space 3}-.7225127
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2} -.471375{col 30}{space 2} .0469676{col 41}{space 1}  -10.04{col 50}{space 3}0.000{col 58}{space 4}-.5634811{col 71}{space 3} -.379269
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}  -1.1436{col 30}{space 2} .1026551{col 41}{space 1}  -11.14{col 50}{space 3}0.000{col 58}{space 4}-1.344913{col 71}{space 3}-.9422879
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}-.9390018{col 30}{space 2} .0463001{col 41}{space 1}  -20.28{col 50}{space 3}0.000{col 58}{space 4}-1.029799{col 71}{space 3}-.8482047
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .3935339{col 30}{space 2} .1738111{col 41}{space 1}    2.26{col 50}{space 3}0.024{col 58}{space 4} .0526804{col 71}{space 3} .7343874
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.9329465{col 30}{space 2} .1016624{col 41}{space 1}   -9.18{col 50}{space 3}0.000{col 58}{space 4}-1.132312{col 71}{space 3}-.7335807
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.9376907{col 30}{space 2}  .110664{col 41}{space 1}   -8.47{col 50}{space 3}0.000{col 58}{space 4}-1.154709{col 71}{space 3}-.7206724
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0068463{col 30}{space 2} .0590336{col 41}{space 1}    0.12{col 50}{space 3}0.908{col 58}{space 4}-.1089221{col 71}{space 3} .1226146
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2} .1750726{col 30}{space 2} .1600099{col 41}{space 1}    1.09{col 50}{space 3}0.274{col 58}{space 4}-.1387159{col 71}{space 3} .4888612
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}-.0138341{col 30}{space 2}  .078549{col 41}{space 1}   -0.18{col 50}{space 3}0.860{col 58}{space 4}-.1678732{col 71}{space 3}  .140205
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}-1.119633{col 30}{space 2} .0775882{col 41}{space 1}  -14.43{col 50}{space 3}0.000{col 58}{space 4}-1.271787{col 71}{space 3}-.9674777
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2} .1963535{col 30}{space 2}  .077693{col 41}{space 1}    2.53{col 50}{space 3}0.012{col 58}{space 4} .0439931{col 71}{space 3} .3487138
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.6139044{col 30}{space 2} .2587785{col 41}{space 1}   -2.37{col 50}{space 3}0.018{col 58}{space 4}-1.121384{col 71}{space 3}-.1064251
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.810953{col 30}{space 2} .4296391{col 41}{space 1}   -4.22{col 50}{space 3}0.000{col 58}{space 4}  -2.6535{col 71}{space 3}-.9684061
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0748509{col 30}{space 2} .0781594{col 41}{space 1}   -0.96{col 50}{space 3}0.338{col 58}{space 4}-.2281259{col 71}{space 3} .0784242
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3442225{col 30}{space 2} .0864915{col 41}{space 1}    3.98{col 50}{space 3}0.000{col 58}{space 4} .1746078{col 71}{space 3} .5138372
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .8733477{col 30}{space 2} .1687126{col 41}{space 1}    5.18{col 50}{space 3}0.000{col 58}{space 4} .5424927{col 71}{space 3} 1.204203
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.4329602{col 30}{space 2} .0801037{col 41}{space 1}   -5.40{col 50}{space 3}0.000{col 58}{space 4}-.5900482{col 71}{space 3}-.2758722
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} -.316428{col 30}{space 2} .1014893{col 41}{space 1}   -3.12{col 50}{space 3}0.002{col 58}{space 4}-.5154542{col 71}{space 3}-.1174017
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.945673{col 30}{space 2} .2203169{col 41}{space 1}    8.83{col 50}{space 3}0.000{col 58}{space 4} 1.513619{col 71}{space 3} 2.377726
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. 
. esttab using "$resultspath/robust1.tex", booktabs label replace ///
> compress nomtitles nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> indicate("State Presence = anystate2000a" "State Presence Sq = SQanystate2000a" ///
> "Roman Empire = romanempire" "Ottoman Empire = ottomanempire" "Mongolian Empire = mongolianempire" ///
> "Eastern Europe = east_europe" "Low Region = low_region" "West Germany = westgermany" ///
> "European City Belt = eubelt" "European Capital Cities = capital" ///
>  "Number of Centuries with Capital = num_centuries" ///
> "Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = lat" "Longitude = lon" "Lat*Lon = latlon" "Country FE in Yr2000 = _I*", label($\checkmark$ ))       ///
> drop(_cons) nonotes
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/robust1.tex"'})

{com}. 
. eststo clear
{txt}
{com}. 
. 
. 
. ********************************************************************************
. * Table 4
. ********************************************************************************
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> mean_parl  ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(48, 2174)       =  {res}  1804.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9007
                                                {txt}Root MSE          =    {res} .22019

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8484031{col 30}{space 2} .1711333{col 41}{space 1}    4.96{col 50}{space 3}0.000{col 58}{space 4} .5128011{col 71}{space 3} 1.184005
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.376431{col 30}{space 2} .2049752{col 41}{space 1}   -6.72{col 50}{space 3}0.000{col 58}{space 4}-1.778399{col 71}{space 3}-.9744631
{txt}{space 7}mean_parl {c |}{col 18}{res}{space 2} .0044211{col 30}{space 2} .0027401{col 41}{space 1}    1.61{col 50}{space 3}0.107{col 58}{space 4}-.0009523{col 71}{space 3} .0097946
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1270746{col 30}{space 2} .0260932{col 41}{space 1}    4.87{col 50}{space 3}0.000{col 58}{space 4} .0759045{col 71}{space 3} .1782448
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001071{col 30}{space 2} .0000207{col 41}{space 1}    5.18{col 50}{space 3}0.000{col 58}{space 4} .0000665{col 71}{space 3} .0001477
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} -.000363{col 30}{space 2} .0000671{col 41}{space 1}   -5.41{col 50}{space 3}0.000{col 58}{space 4}-.0004947{col 71}{space 3}-.0002314
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0479855{col 30}{space 2} .0207204{col 41}{space 1}    2.32{col 50}{space 3}0.021{col 58}{space 4} .0073516{col 71}{space 3} .0886194
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.29e-07{col 30}{space 2} 1.26e-07{col 41}{space 1}   -3.41{col 50}{space 3}0.001{col 58}{space 4}-6.75e-07{col 71}{space 3}-1.82e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0220072{col 30}{space 2} .0031529{col 41}{space 1}    6.98{col 50}{space 3}0.000{col 58}{space 4} .0158242{col 71}{space 3} .0281901
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0156776{col 30}{space 2} .0115135{col 41}{space 1}    1.36{col 50}{space 3}0.173{col 58}{space 4} -.006901{col 71}{space 3} .0382562
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005679{col 30}{space 2} .0002359{col 41}{space 1}   -2.41{col 50}{space 3}0.016{col 58}{space 4}-.0010306{col 71}{space 3}-.0001052
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5742355{col 30}{space 2} .0677863{col 41}{space 1}   -8.47{col 50}{space 3}0.000{col 58}{space 4}-.7071683{col 71}{space 3}-.4413027
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.775586{col 30}{space 2} .0938674{col 41}{space 1}  -18.92{col 50}{space 3}0.000{col 58}{space 4}-1.959665{col 71}{space 3}-1.591507
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.962818{col 30}{space 2} .1276935{col 41}{space 1}  -15.37{col 50}{space 3}0.000{col 58}{space 4}-2.213232{col 71}{space 3}-1.712404
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5061504{col 30}{space 2} .0762932{col 41}{space 1}    6.63{col 50}{space 3}0.000{col 58}{space 4} .3565351{col 71}{space 3} .6557657
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} -.140917{col 30}{space 2} .0286402{col 41}{space 1}   -4.92{col 50}{space 3}0.000{col 58}{space 4}-.1970819{col 71}{space 3} -.084752
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0130645{col 30}{space 2} .0482258{col 41}{space 1}   -0.27{col 50}{space 3}0.786{col 58}{space 4}-.1076379{col 71}{space 3}  .081509
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5991967{col 30}{space 2} .0858785{col 41}{space 1}    6.98{col 50}{space 3}0.000{col 58}{space 4} .4307842{col 71}{space 3} .7676091
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2} -.272379{col 30}{space 2} .0673531{col 41}{space 1}   -4.04{col 50}{space 3}0.000{col 58}{space 4}-.4044622{col 71}{space 3}-.1402959
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7505003{col 30}{space 2}    .0839{col 41}{space 1}   -8.95{col 50}{space 3}0.000{col 58}{space 4}-.9150329{col 71}{space 3}-.5859678
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.652869{col 30}{space 2}  .171547{col 41}{space 1}   -9.64{col 50}{space 3}0.000{col 58}{space 4}-1.989282{col 71}{space 3}-1.316455
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.273827{col 30}{space 2} .1032358{col 41}{space 1}  -12.34{col 50}{space 3}0.000{col 58}{space 4}-1.476278{col 71}{space 3}-1.071376
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0143839{col 30}{space 2} .0667506{col 41}{space 1}   -0.22{col 50}{space 3}0.829{col 58}{space 4}-.1452856{col 71}{space 3} .1165177
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.061877{col 30}{space 2} .1128289{col 41}{space 1}   -9.41{col 50}{space 3}0.000{col 58}{space 4}-1.283141{col 71}{space 3}-.8406134
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7231522{col 30}{space 2} .1501326{col 41}{space 1}   -4.82{col 50}{space 3}0.000{col 58}{space 4}-1.017571{col 71}{space 3}-.4287337
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.105012{col 30}{space 2} .0754237{col 41}{space 1}  -14.65{col 50}{space 3}0.000{col 58}{space 4}-1.252922{col 71}{space 3}-.9571013
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9789958{col 30}{space 2} .0780815{col 41}{space 1}  -12.54{col 50}{space 3}0.000{col 58}{space 4}-1.132118{col 71}{space 3}-.8258736
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8633804{col 30}{space 2} .0843923{col 41}{space 1}  -10.23{col 50}{space 3}0.000{col 58}{space 4}-1.028878{col 71}{space 3}-.6978825
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.5002788{col 30}{space 2} .0495058{col 41}{space 1}  -10.11{col 50}{space 3}0.000{col 58}{space 4}-.5973624{col 71}{space 3}-.4031951
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2} -1.03161{col 30}{space 2} .0988414{col 41}{space 1}  -10.44{col 50}{space 3}0.000{col 58}{space 4}-1.225443{col 71}{space 3} -.837776
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2347399{col 30}{space 2} .0756505{col 41}{space 1}    3.10{col 50}{space 3}0.002{col 58}{space 4} .0863851{col 71}{space 3} .3830947
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4780409{col 30}{space 2} .1759722{col 41}{space 1}    2.72{col 50}{space 3}0.007{col 58}{space 4} .1329496{col 71}{space 3} .8231323
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8254845{col 30}{space 2} .0987303{col 41}{space 1}   -8.36{col 50}{space 3}0.000{col 58}{space 4}  -1.0191{col 71}{space 3}-.6318688
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8305018{col 30}{space 2}  .106788{col 41}{space 1}   -7.78{col 50}{space 3}0.000{col 58}{space 4}-1.039919{col 71}{space 3}-.6210847
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0421046{col 30}{space 2} .0602976{col 41}{space 1}    0.70{col 50}{space 3}0.485{col 58}{space 4}-.0761423{col 71}{space 3} .1603515
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2} -1.53329{col 30}{space 2} .1756809{col 41}{space 1}   -8.73{col 50}{space 3}0.000{col 58}{space 4} -1.87781{col 71}{space 3} -1.18877
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.378947{col 30}{space 2}  .083787{col 41}{space 1}  -16.46{col 50}{space 3}0.000{col 58}{space 4}-1.543258{col 71}{space 3}-1.214636
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1013205{col 30}{space 2} .0786875{col 41}{space 1}    1.29{col 50}{space 3}0.198{col 58}{space 4}-.0529902{col 71}{space 3} .2556312
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0427759{col 30}{space 2} .0962138{col 41}{space 1}    0.44{col 50}{space 3}0.657{col 58}{space 4}-.1459048{col 71}{space 3} .2314565
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}  1.16897{col 30}{space 2} .0576723{col 41}{space 1}   20.27{col 50}{space 3}0.000{col 58}{space 4} 1.055872{col 71}{space 3} 1.282069
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2290682{col 30}{space 2} .0787797{col 41}{space 1}    2.91{col 50}{space 3}0.004{col 58}{space 4} .0745768{col 71}{space 3} .3835595
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5662455{col 30}{space 2}  .257827{col 41}{space 1}   -2.20{col 50}{space 3}0.028{col 58}{space 4}-1.071859{col 71}{space 3}-.0606324
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.801735{col 30}{space 2} .4296523{col 41}{space 1}   -4.19{col 50}{space 3}0.000{col 58}{space 4}-2.644308{col 71}{space 3}-.9591633
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0919545{col 30}{space 2} .0780527{col 41}{space 1}   -1.18{col 50}{space 3}0.239{col 58}{space 4}-.2450202{col 71}{space 3} .0611112
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4024756{col 30}{space 2} .0844962{col 41}{space 1}    4.76{col 50}{space 3}0.000{col 58}{space 4} .2367738{col 71}{space 3} .5681773
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7028908{col 30}{space 2} .0937273{col 41}{space 1}   -7.50{col 50}{space 3}0.000{col 58}{space 4}-.8866953{col 71}{space 3}-.5190863
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3880664{col 30}{space 2} .0783559{col 41}{space 1}   -4.95{col 50}{space 3}0.000{col 58}{space 4}-.5417266{col 71}{space 3}-.2344062
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.2911789{col 30}{space 2} .1035544{col 41}{space 1}   -2.81{col 50}{space 3}0.005{col 58}{space 4}-.4942548{col 71}{space 3} -.088103
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.656407{col 30}{space 2} .2212252{col 41}{space 1}    7.49{col 50}{space 3}0.000{col 58}{space 4} 1.222572{col 71}{space 3} 2.090242
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> mean_plunder ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(48, 2174)       =  {res}  4693.50
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9006
                                                {txt}Root MSE          =    {res}  .2203

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8690504{col 30}{space 2}    .1714{col 41}{space 1}    5.07{col 50}{space 3}0.000{col 58}{space 4} .5329255{col 71}{space 3} 1.205175
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.388988{col 30}{space 2} .2048209{col 41}{space 1}   -6.78{col 50}{space 3}0.000{col 58}{space 4}-1.790653{col 71}{space 3}-.9873223
{txt}{space 4}mean_plunder {c |}{col 18}{res}{space 2}-.0039915{col 30}{space 2} .0117339{col 41}{space 1}   -0.34{col 50}{space 3}0.734{col 58}{space 4}-.0270024{col 71}{space 3} .0190193
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1283178{col 30}{space 2} .0260957{col 41}{space 1}    4.92{col 50}{space 3}0.000{col 58}{space 4} .0771428{col 71}{space 3} .1794929
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001036{col 30}{space 2} .0000205{col 41}{space 1}    5.05{col 50}{space 3}0.000{col 58}{space 4} .0000633{col 71}{space 3} .0001439
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003615{col 30}{space 2} .0000672{col 41}{space 1}   -5.38{col 50}{space 3}0.000{col 58}{space 4}-.0004933{col 71}{space 3}-.0002296
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0484554{col 30}{space 2} .0207138{col 41}{space 1}    2.34{col 50}{space 3}0.019{col 58}{space 4} .0078346{col 71}{space 3} .0890763
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.50e-07{col 30}{space 2} 1.25e-07{col 41}{space 1}   -3.59{col 50}{space 3}0.000{col 58}{space 4}-6.95e-07{col 71}{space 3}-2.04e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0217315{col 30}{space 2} .0031495{col 41}{space 1}    6.90{col 50}{space 3}0.000{col 58}{space 4}  .015555{col 71}{space 3} .0279079
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0159658{col 30}{space 2} .0115198{col 41}{space 1}    1.39{col 50}{space 3}0.166{col 58}{space 4}-.0066252{col 71}{space 3} .0385569
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005714{col 30}{space 2} .0002362{col 41}{space 1}   -2.42{col 50}{space 3}0.016{col 58}{space 4}-.0010346{col 71}{space 3}-.0001083
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5804257{col 30}{space 2} .0743453{col 41}{space 1}   -7.81{col 50}{space 3}0.000{col 58}{space 4}-.7262209{col 71}{space 3}-.4346305
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.790787{col 30}{space 2} .0990313{col 41}{space 1}  -18.08{col 50}{space 3}0.000{col 58}{space 4}-1.984993{col 71}{space 3}-1.596581
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2} -1.97535{col 30}{space 2} .1316381{col 41}{space 1}  -15.01{col 50}{space 3}0.000{col 58}{space 4}  -2.2335{col 71}{space 3}  -1.7172
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .4953282{col 30}{space 2} .0831478{col 41}{space 1}    5.96{col 50}{space 3}0.000{col 58}{space 4} .3322708{col 71}{space 3} .6583856
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1415827{col 30}{space 2} .0411021{col 41}{space 1}   -3.44{col 50}{space 3}0.001{col 58}{space 4}-.2221862{col 71}{space 3}-.0609791
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0167827{col 30}{space 2} .0563298{col 41}{space 1}   -0.30{col 50}{space 3}0.766{col 58}{space 4}-.1272486{col 71}{space 3} .0936831
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5930539{col 30}{space 2} .0910242{col 41}{space 1}    6.52{col 50}{space 3}0.000{col 58}{space 4} .4145503{col 71}{space 3} .7715575
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2735243{col 30}{space 2} .0745395{col 41}{space 1}   -3.67{col 50}{space 3}0.000{col 58}{space 4}-.4197005{col 71}{space 3}-.1273481
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7622843{col 30}{space 2} .0901063{col 41}{space 1}   -8.46{col 50}{space 3}0.000{col 58}{space 4}-.9389878{col 71}{space 3}-.5855808
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.664633{col 30}{space 2} .1779406{col 41}{space 1}   -9.35{col 50}{space 3}0.000{col 58}{space 4}-2.013584{col 71}{space 3}-1.315681
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.284155{col 30}{space 2} .1077015{col 41}{space 1}  -11.92{col 50}{space 3}0.000{col 58}{space 4}-1.495364{col 71}{space 3}-1.072946
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0221154{col 30}{space 2} .0732788{col 41}{space 1}   -0.30{col 50}{space 3}0.763{col 58}{space 4}-.1658194{col 71}{space 3} .1215885
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.069248{col 30}{space 2} .1163992{col 41}{space 1}   -9.19{col 50}{space 3}0.000{col 58}{space 4}-1.297513{col 71}{space 3}-.8409823
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7310714{col 30}{space 2} .1532387{col 41}{space 1}   -4.77{col 50}{space 3}0.000{col 58}{space 4}-1.031581{col 71}{space 3}-.4305618
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.113035{col 30}{space 2} .0824225{col 41}{space 1}  -13.50{col 50}{space 3}0.000{col 58}{space 4} -1.27467{col 71}{space 3}   -.9514
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9873618{col 30}{space 2} .0836744{col 41}{space 1}  -11.80{col 50}{space 3}0.000{col 58}{space 4}-1.151452{col 71}{space 3}-.8232717
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8736184{col 30}{space 2} .0899451{col 41}{space 1}   -9.71{col 50}{space 3}0.000{col 58}{space 4}-1.050006{col 71}{space 3} -.697231
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.5062446{col 30}{space 2} .0591148{col 41}{space 1}   -8.56{col 50}{space 3}0.000{col 58}{space 4}-.6221721{col 71}{space 3}-.3903171
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.036683{col 30}{space 2} .1028063{col 41}{space 1}  -10.08{col 50}{space 3}0.000{col 58}{space 4}-1.238291{col 71}{space 3}-.8350738
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2342652{col 30}{space 2} .0822928{col 41}{space 1}    2.85{col 50}{space 3}0.004{col 58}{space 4} .0728845{col 71}{space 3} .3956459
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4784395{col 30}{space 2} .1793248{col 41}{space 1}    2.67{col 50}{space 3}0.008{col 58}{space 4} .1267735{col 71}{space 3} .8301054
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8323435{col 30}{space 2} .1028302{col 41}{space 1}   -8.09{col 50}{space 3}0.000{col 58}{space 4}-1.033999{col 71}{space 3}-.6306877
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8355123{col 30}{space 2} .1103725{col 41}{space 1}   -7.57{col 50}{space 3}0.000{col 58}{space 4}-1.051959{col 71}{space 3}-.6190658
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0371057{col 30}{space 2} .0671212{col 41}{space 1}    0.55{col 50}{space 3}0.580{col 58}{space 4}-.0945226{col 71}{space 3}  .168734
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.545304{col 30}{space 2} .1783531{col 41}{space 1}   -8.66{col 50}{space 3}0.000{col 58}{space 4}-1.895064{col 71}{space 3}-1.195544
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.390382{col 30}{space 2} .0892604{col 41}{space 1}  -15.58{col 50}{space 3}0.000{col 58}{space 4}-1.565426{col 71}{space 3}-1.215337
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0958197{col 30}{space 2} .0832031{col 41}{space 1}    1.15{col 50}{space 3}0.250{col 58}{space 4}-.0673462{col 71}{space 3} .2589857
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0446356{col 30}{space 2} .1009617{col 41}{space 1}    0.44{col 50}{space 3}0.658{col 58}{space 4}-.1533559{col 71}{space 3} .2426272
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.166613{col 30}{space 2} .0656861{col 41}{space 1}   17.76{col 50}{space 3}0.000{col 58}{space 4} 1.037799{col 71}{space 3} 1.295428
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2230231{col 30}{space 2} .0838989{col 41}{space 1}    2.66{col 50}{space 3}0.008{col 58}{space 4} .0584927{col 71}{space 3} .3875536
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5834608{col 30}{space 2} .2606905{col 41}{space 1}   -2.24{col 50}{space 3}0.025{col 58}{space 4}-1.094689{col 71}{space 3} -.072232
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2} -1.81358{col 30}{space 2} .4300337{col 41}{space 1}   -4.22{col 50}{space 3}0.000{col 58}{space 4}  -2.6569{col 71}{space 3}-.9702603
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0954224{col 30}{space 2}   .08397{col 41}{space 1}   -1.14{col 50}{space 3}0.256{col 58}{space 4}-.2600922{col 71}{space 3} .0692474
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3944924{col 30}{space 2}  .089814{col 41}{space 1}    4.39{col 50}{space 3}0.000{col 58}{space 4} .2183621{col 71}{space 3} .5706227
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7122425{col 30}{space 2}  .098471{col 41}{space 1}   -7.23{col 50}{space 3}0.000{col 58}{space 4}-.9053495{col 71}{space 3}-.5191354
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3988197{col 30}{space 2} .0843747{col 41}{space 1}   -4.73{col 50}{space 3}0.000{col 58}{space 4}-.5642832{col 71}{space 3}-.2333562
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3066948{col 30}{space 2}  .109077{col 41}{space 1}   -2.81{col 50}{space 3}0.005{col 58}{space 4} -.520601{col 71}{space 3}-.0927887
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.672801{col 30}{space 2}  .220177{col 41}{space 1}    7.60{col 50}{space 3}0.000{col 58}{space 4} 1.241022{col 71}{space 3} 2.104581
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> mean_parl mean_plunder ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(49, 2173)       =  {res}  1524.66
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9007
                                                {txt}Root MSE          =    {res} .22021

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8485248{col 30}{space 2} .1711552{col 41}{space 1}    4.96{col 50}{space 3}0.000{col 58}{space 4} .5128799{col 71}{space 3}  1.18417
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.370564{col 30}{space 2} .2047096{col 41}{space 1}   -6.70{col 50}{space 3}0.000{col 58}{space 4}-1.772011{col 71}{space 3}-.9691169
{txt}{space 7}mean_parl {c |}{col 18}{res}{space 2} .0052117{col 30}{space 2} .0029246{col 41}{space 1}    1.78{col 50}{space 3}0.075{col 58}{space 4}-.0005236{col 71}{space 3}  .010947
{txt}{space 4}mean_plunder {c |}{col 18}{res}{space 2}-.0103783{col 30}{space 2} .0124419{col 41}{space 1}   -0.83{col 50}{space 3}0.404{col 58}{space 4}-.0347776{col 71}{space 3}  .014021
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1273232{col 30}{space 2} .0261215{col 41}{space 1}    4.87{col 50}{space 3}0.000{col 58}{space 4} .0760975{col 71}{space 3} .1785488
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001065{col 30}{space 2} .0000207{col 41}{space 1}    5.14{col 50}{space 3}0.000{col 58}{space 4} .0000659{col 71}{space 3} .0001471
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003643{col 30}{space 2} .0000672{col 41}{space 1}   -5.43{col 50}{space 3}0.000{col 58}{space 4} -.000496{col 71}{space 3}-.0002326
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0487234{col 30}{space 2} .0207751{col 41}{space 1}    2.35{col 50}{space 3}0.019{col 58}{space 4} .0079823{col 71}{space 3} .0894645
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.33e-07{col 30}{space 2} 1.25e-07{col 41}{space 1}   -3.45{col 50}{space 3}0.001{col 58}{space 4}-6.79e-07{col 71}{space 3}-1.87e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0222219{col 30}{space 2}  .003167{col 41}{space 1}    7.02{col 50}{space 3}0.000{col 58}{space 4} .0160112{col 71}{space 3} .0284326
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0161056{col 30}{space 2} .0115313{col 41}{space 1}    1.40{col 50}{space 3}0.163{col 58}{space 4}-.0065079{col 71}{space 3} .0387192
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005777{col 30}{space 2} .0002364{col 41}{space 1}   -2.44{col 50}{space 3}0.015{col 58}{space 4}-.0010412{col 71}{space 3}-.0001142
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.6025865{col 30}{space 2} .0757239{col 41}{space 1}   -7.96{col 50}{space 3}0.000{col 58}{space 4}-.7510852{col 71}{space 3}-.4540877
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.802916{col 30}{space 2} .0995301{col 41}{space 1}  -18.11{col 50}{space 3}0.000{col 58}{space 4}  -1.9981{col 71}{space 3}-1.607731
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2} -1.99093{col 30}{space 2} .1322775{col 41}{space 1}  -15.05{col 50}{space 3}0.000{col 58}{space 4}-2.250333{col 71}{space 3}-1.731526
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .4761396{col 30}{space 2} .0839154{col 41}{space 1}    5.67{col 50}{space 3}0.000{col 58}{space 4} .3115769{col 71}{space 3} .6407024
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1695711{col 30}{space 2} .0452238{col 41}{space 1}   -3.75{col 50}{space 3}0.000{col 58}{space 4}-.2582576{col 71}{space 3}-.0808847
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0403923{col 30}{space 2} .0582324{col 41}{space 1}   -0.69{col 50}{space 3}0.488{col 58}{space 4}-.1545893{col 71}{space 3} .0738047
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2}  .570067{col 30}{space 2} .0919719{col 41}{space 1}    6.20{col 50}{space 3}0.000{col 58}{space 4} .3897049{col 71}{space 3} .7504291
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.3022337{col 30}{space 2} .0760378{col 41}{space 1}   -3.97{col 50}{space 3}0.000{col 58}{space 4} -.451348{col 71}{space 3}-.1531194
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7787851{col 30}{space 2}  .090868{col 41}{space 1}   -8.57{col 50}{space 3}0.000{col 58}{space 4}-.9569823{col 71}{space 3}-.6005878
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.679046{col 30}{space 2} .1779394{col 41}{space 1}   -9.44{col 50}{space 3}0.000{col 58}{space 4}-2.027996{col 71}{space 3}-1.330097
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.301122{col 30}{space 2} .1081919{col 41}{space 1}  -12.03{col 50}{space 3}0.000{col 58}{space 4}-1.513293{col 71}{space 3}-1.088952
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0422899{col 30}{space 2} .0740516{col 41}{space 1}   -0.57{col 50}{space 3}0.568{col 58}{space 4}-.1875093{col 71}{space 3} .1029296
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.088528{col 30}{space 2} .1168748{col 41}{space 1}   -9.31{col 50}{space 3}0.000{col 58}{space 4}-1.317726{col 71}{space 3}-.8593299
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7495913{col 30}{space 2} .1534922{col 41}{space 1}   -4.88{col 50}{space 3}0.000{col 58}{space 4}-1.050598{col 71}{space 3}-.4485844
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.132243{col 30}{space 2} .0830804{col 41}{space 1}  -13.63{col 50}{space 3}0.000{col 58}{space 4}-1.295168{col 71}{space 3}-.9693176
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-1.006514{col 30}{space 2} .0844117{col 41}{space 1}  -11.92{col 50}{space 3}0.000{col 58}{space 4} -1.17205{col 71}{space 3} -.840978
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8913677{col 30}{space 2} .0911068{col 41}{space 1}   -9.78{col 50}{space 3}0.000{col 58}{space 4}-1.070033{col 71}{space 3}-.7127022
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.5280165{col 30}{space 2} .0613214{col 41}{space 1}   -8.61{col 50}{space 3}0.000{col 58}{space 4}-.6482713{col 71}{space 3}-.4077617
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.058054{col 30}{space 2} .1034077{col 41}{space 1}  -10.23{col 50}{space 3}0.000{col 58}{space 4}-1.260843{col 71}{space 3}-.8552661
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2038358{col 30}{space 2} .0841438{col 41}{space 1}    2.42{col 50}{space 3}0.015{col 58}{space 4}  .038825{col 71}{space 3} .3688466
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4543067{col 30}{space 2} .1800519{col 41}{space 1}    2.52{col 50}{space 3}0.012{col 58}{space 4} .1012148{col 71}{space 3} .8073987
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2} -.852146{col 30}{space 2} .1034765{col 41}{space 1}   -8.24{col 50}{space 3}0.000{col 58}{space 4}-1.055069{col 71}{space 3}-.6492227
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} -.857123{col 30}{space 2} .1109636{col 41}{space 1}   -7.72{col 50}{space 3}0.000{col 58}{space 4}-1.074729{col 71}{space 3}-.6395172
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0149897{col 30}{space 2} .0688808{col 41}{space 1}    0.22{col 50}{space 3}0.828{col 58}{space 4}-.1200894{col 71}{space 3} .1500688
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.560933{col 30}{space 2} .1788439{col 41}{space 1}   -8.73{col 50}{space 3}0.000{col 58}{space 4}-1.911655{col 71}{space 3} -1.21021
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.406164{col 30}{space 2} .0898981{col 41}{space 1}  -15.64{col 50}{space 3}0.000{col 58}{space 4} -1.58246{col 71}{space 3}-1.229869
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0741546{col 30}{space 2} .0846349{col 41}{space 1}    0.88{col 50}{space 3}0.381{col 58}{space 4}-.0918191{col 71}{space 3} .2401284
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0168649{col 30}{space 2} .1020779{col 41}{space 1}    0.17{col 50}{space 3}0.869{col 58}{space 4}-.1833156{col 71}{space 3} .2170455
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.138853{col 30}{space 2} .0681692{col 41}{space 1}   16.71{col 50}{space 3}0.000{col 58}{space 4} 1.005169{col 71}{space 3} 1.272536
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2009274{col 30}{space 2} .0853217{col 41}{space 1}    2.35{col 50}{space 3}0.019{col 58}{space 4} .0336068{col 71}{space 3} .3682479
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5956762{col 30}{space 2} .2608821{col 41}{space 1}   -2.28{col 50}{space 3}0.023{col 58}{space 4}-1.107281{col 71}{space 3}-.0840718
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.829852{col 30}{space 2} .4308106{col 41}{space 1}   -4.25{col 50}{space 3}0.000{col 58}{space 4}-2.674696{col 71}{space 3}-.9850084
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.1210068{col 30}{space 2} .0854312{col 41}{space 1}   -1.42{col 50}{space 3}0.157{col 58}{space 4}-.2885422{col 71}{space 3} .0465287
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .3741656{col 30}{space 2} .0905496{col 41}{space 1}    4.13{col 50}{space 3}0.000{col 58}{space 4} .1965928{col 71}{space 3} .5517384
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7309072{col 30}{space 2} .0993856{col 41}{space 1}   -7.35{col 50}{space 3}0.000{col 58}{space 4} -.925808{col 71}{space 3}-.5360064
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.4161194{col 30}{space 2} .0852403{col 41}{space 1}   -4.88{col 50}{space 3}0.000{col 58}{space 4}-.5832803{col 71}{space 3}-.2489585
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3197825{col 30}{space 2} .1096184{col 41}{space 1}   -2.92{col 50}{space 3}0.004{col 58}{space 4}-.5347504{col 71}{space 3}-.1048146
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.669798{col 30}{space 2} .2212538{col 41}{space 1}    7.55{col 50}{space 3}0.000{col 58}{space 4} 1.235907{col 71}{space 3} 2.103689
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> num_siege  ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(48, 2174)       =  {res}  4670.37
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9010
                                                {txt}Root MSE          =    {res} .21984

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8479122{col 30}{space 2} .1709416{col 41}{space 1}    4.96{col 50}{space 3}0.000{col 58}{space 4} .5126862{col 71}{space 3} 1.183138
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.378959{col 30}{space 2} .2047203{col 41}{space 1}   -6.74{col 50}{space 3}0.000{col 58}{space 4}-1.780427{col 71}{space 3}-.9774914
{txt}{space 7}num_siege {c |}{col 18}{res}{space 2} .0288346{col 30}{space 2} .0114614{col 41}{space 1}    2.52{col 50}{space 3}0.012{col 58}{space 4} .0063582{col 71}{space 3}  .051311
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1218361{col 30}{space 2} .0260658{col 41}{space 1}    4.67{col 50}{space 3}0.000{col 58}{space 4} .0707196{col 71}{space 3} .1729526
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001089{col 30}{space 2} .0000204{col 41}{space 1}    5.35{col 50}{space 3}0.000{col 58}{space 4}  .000069{col 71}{space 3} .0001488
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003548{col 30}{space 2}  .000067{col 41}{space 1}   -5.30{col 50}{space 3}0.000{col 58}{space 4}-.0004862{col 71}{space 3}-.0002235
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0439101{col 30}{space 2} .0207281{col 41}{space 1}    2.12{col 50}{space 3}0.034{col 58}{space 4} .0032611{col 71}{space 3} .0845591
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.13e-07{col 30}{space 2} 1.26e-07{col 41}{space 1}   -3.29{col 50}{space 3}0.001{col 58}{space 4}-6.60e-07{col 71}{space 3}-1.67e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0206024{col 30}{space 2} .0031852{col 41}{space 1}    6.47{col 50}{space 3}0.000{col 58}{space 4}  .014356{col 71}{space 3} .0268488
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0157775{col 30}{space 2} .0114525{col 41}{space 1}    1.38{col 50}{space 3}0.168{col 58}{space 4}-.0066815{col 71}{space 3} .0382364
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005618{col 30}{space 2} .0002349{col 41}{space 1}   -2.39{col 50}{space 3}0.017{col 58}{space 4}-.0010225{col 71}{space 3}-.0001012
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5520211{col 30}{space 2} .0698889{col 41}{space 1}   -7.90{col 50}{space 3}0.000{col 58}{space 4}-.6890772{col 71}{space 3}-.4149651
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.762101{col 30}{space 2} .0950021{col 41}{space 1}  -18.55{col 50}{space 3}0.000{col 58}{space 4}-1.948406{col 71}{space 3}-1.575797
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.948572{col 30}{space 2} .1285268{col 41}{space 1}  -15.16{col 50}{space 3}0.000{col 58}{space 4} -2.20062{col 71}{space 3}-1.696524
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5364972{col 30}{space 2} .0790223{col 41}{space 1}    6.79{col 50}{space 3}0.000{col 58}{space 4} .3815301{col 71}{space 3} .6914643
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} -.113053{col 30}{space 2} .0323556{col 41}{space 1}   -3.49{col 50}{space 3}0.000{col 58}{space 4}-.1765041{col 71}{space 3}-.0496018
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} .0114144{col 30}{space 2} .0508767{col 41}{space 1}    0.22{col 50}{space 3}0.823{col 58}{space 4}-.0883577{col 71}{space 3} .1111864
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .6308384{col 30}{space 2} .0882427{col 41}{space 1}    7.15{col 50}{space 3}0.000{col 58}{space 4} .4577895{col 71}{space 3} .8038873
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2392271{col 30}{space 2} .0696632{col 41}{space 1}   -3.43{col 50}{space 3}0.001{col 58}{space 4}-.3758406{col 71}{space 3}-.1026136
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7292622{col 30}{space 2} .0857476{col 41}{space 1}   -8.50{col 50}{space 3}0.000{col 58}{space 4}-.8974181{col 71}{space 3}-.5611063
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.634148{col 30}{space 2} .1732158{col 41}{space 1}   -9.43{col 50}{space 3}0.000{col 58}{space 4}-1.973834{col 71}{space 3}-1.294462
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.256781{col 30}{space 2} .1045896{col 41}{space 1}  -12.02{col 50}{space 3}0.000{col 58}{space 4}-1.461887{col 71}{space 3}-1.051675
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} .0108232{col 30}{space 2} .0693302{col 41}{space 1}    0.16{col 50}{space 3}0.876{col 58}{space 4}-.1251373{col 71}{space 3} .1467836
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.037335{col 30}{space 2} .1144665{col 41}{space 1}   -9.06{col 50}{space 3}0.000{col 58}{space 4} -1.26181{col 71}{space 3}-.8128593
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7032901{col 30}{space 2} .1510373{col 41}{space 1}   -4.66{col 50}{space 3}0.000{col 58}{space 4}-.9994826{col 71}{space 3}-.4070975
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.080924{col 30}{space 2} .0774894{col 41}{space 1}  -13.95{col 50}{space 3}0.000{col 58}{space 4}-1.232885{col 71}{space 3}-.9289632
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9578833{col 30}{space 2} .0799771{col 41}{space 1}  -11.98{col 50}{space 3}0.000{col 58}{space 4}-1.114723{col 71}{space 3}-.8010437
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8444462{col 30}{space 2} .0860376{col 41}{space 1}   -9.81{col 50}{space 3}0.000{col 58}{space 4}-1.013171{col 71}{space 3}-.6757217
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}  -.47453{col 30}{space 2} .0520877{col 41}{space 1}   -9.11{col 50}{space 3}0.000{col 58}{space 4} -.576677{col 71}{space 3}-.3723831
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.007631{col 30}{space 2} .1005133{col 41}{space 1}  -10.02{col 50}{space 3}0.000{col 58}{space 4}-1.204744{col 71}{space 3}-.8105192
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2674591{col 30}{space 2} .0775378{col 41}{space 1}    3.45{col 50}{space 3}0.001{col 58}{space 4} .1154032{col 71}{space 3} .4195151
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4752114{col 30}{space 2} .1755435{col 41}{space 1}    2.71{col 50}{space 3}0.007{col 58}{space 4} .1309608{col 71}{space 3}  .819462
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2} -.802533{col 30}{space 2} .1003175{col 41}{space 1}   -8.00{col 50}{space 3}0.000{col 58}{space 4}-.9992613{col 71}{space 3}-.6058047
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8031739{col 30}{space 2} .1084554{col 41}{space 1}   -7.41{col 50}{space 3}0.000{col 58}{space 4}-1.015861{col 71}{space 3}-.5904869
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0588885{col 30}{space 2} .0619703{col 41}{space 1}    0.95{col 50}{space 3}0.342{col 58}{space 4}-.0626387{col 71}{space 3} .1804157
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.514137{col 30}{space 2} .1766058{col 41}{space 1}   -8.57{col 50}{space 3}0.000{col 58}{space 4}-1.860471{col 71}{space 3}-1.167803
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.364024{col 30}{space 2}  .085167{col 41}{space 1}  -16.02{col 50}{space 3}0.000{col 58}{space 4}-1.531041{col 71}{space 3}-1.197007
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1172829{col 30}{space 2}  .079587{col 41}{space 1}    1.47{col 50}{space 3}0.141{col 58}{space 4}-.0387917{col 71}{space 3} .2733575
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0594827{col 30}{space 2} .0985909{col 41}{space 1}    0.60{col 50}{space 3}0.546{col 58}{space 4}-.1338596{col 71}{space 3}  .252825
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.205116{col 30}{space 2} .0603287{col 41}{space 1}   19.98{col 50}{space 3}0.000{col 58}{space 4} 1.086808{col 71}{space 3} 1.323424
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2493031{col 30}{space 2} .0802046{col 41}{space 1}    3.11{col 50}{space 3}0.002{col 58}{space 4} .0920174{col 71}{space 3} .4065887
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5539017{col 30}{space 2}  .257938{col 41}{space 1}   -2.15{col 50}{space 3}0.032{col 58}{space 4}-1.059733{col 71}{space 3}-.0480709
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.786789{col 30}{space 2} .4300154{col 41}{space 1}   -4.16{col 50}{space 3}0.000{col 58}{space 4}-2.630073{col 71}{space 3}-.9435049
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0595462{col 30}{space 2} .0798333{col 41}{space 1}   -0.75{col 50}{space 3}0.456{col 58}{space 4}-.2161038{col 71}{space 3} .0970114
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4317964{col 30}{space 2} .0868984{col 41}{space 1}    4.97{col 50}{space 3}0.000{col 58}{space 4} .2613839{col 71}{space 3} .6022089
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} -.681528{col 30}{space 2} .0953026{col 41}{space 1}   -7.15{col 50}{space 3}0.000{col 58}{space 4}-.8684218{col 71}{space 3}-.4946342
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3672679{col 30}{space 2} .0800708{col 41}{space 1}   -4.59{col 50}{space 3}0.000{col 58}{space 4}-.5242912{col 71}{space 3}-.2102447
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} -.280783{col 30}{space 2} .1041302{col 41}{space 1}   -2.70{col 50}{space 3}0.007{col 58}{space 4}-.4849882{col 71}{space 3}-.0765779
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.725529{col 30}{space 2} .2225351{col 41}{space 1}    7.75{col 50}{space 3}0.000{col 58}{space 4} 1.289125{col 71}{space 3} 2.161933
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> num_battle  ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(48, 2174)       =  {res}  1220.67
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9010
                                                {txt}Root MSE          =    {res} .21985

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2}  .868062{col 30}{space 2} .1707293{col 41}{space 1}    5.08{col 50}{space 3}0.000{col 58}{space 4} .5332522{col 71}{space 3} 1.202872
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.392771{col 30}{space 2} .2044109{col 41}{space 1}   -6.81{col 50}{space 3}0.000{col 58}{space 4}-1.793632{col 71}{space 3}-.9919093
{txt}{space 6}num_battle {c |}{col 18}{res}{space 2} .0226957{col 30}{space 2}  .008439{col 41}{space 1}    2.69{col 50}{space 3}0.007{col 58}{space 4} .0061463{col 71}{space 3} .0392452
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1203309{col 30}{space 2} .0257411{col 41}{space 1}    4.67{col 50}{space 3}0.000{col 58}{space 4} .0698512{col 71}{space 3} .1708105
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001056{col 30}{space 2} .0000204{col 41}{space 1}    5.18{col 50}{space 3}0.000{col 58}{space 4} .0000656{col 71}{space 3} .0001455
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003696{col 30}{space 2} .0000666{col 41}{space 1}   -5.55{col 50}{space 3}0.000{col 58}{space 4}-.0005002{col 71}{space 3} -.000239
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0450659{col 30}{space 2}  .020649{col 41}{space 1}    2.18{col 50}{space 3}0.029{col 58}{space 4} .0045719{col 71}{space 3} .0855598
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.05e-07{col 30}{space 2} 1.26e-07{col 41}{space 1}   -3.20{col 50}{space 3}0.001{col 58}{space 4}-6.53e-07{col 71}{space 3}-1.57e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0205904{col 30}{space 2} .0031317{col 41}{space 1}    6.57{col 50}{space 3}0.000{col 58}{space 4} .0144489{col 71}{space 3} .0267319
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0156184{col 30}{space 2} .0114606{col 41}{space 1}    1.36{col 50}{space 3}0.173{col 58}{space 4}-.0068564{col 71}{space 3} .0380933
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005571{col 30}{space 2} .0002353{col 41}{space 1}   -2.37{col 50}{space 3}0.018{col 58}{space 4}-.0010186{col 71}{space 3}-.0000957
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5666911{col 30}{space 2} .0673866{col 41}{space 1}   -8.41{col 50}{space 3}0.000{col 58}{space 4}  -.69884{col 71}{space 3}-.4345423
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.777834{col 30}{space 2} .0931472{col 41}{space 1}  -19.09{col 50}{space 3}0.000{col 58}{space 4}-1.960501{col 71}{space 3}-1.595167
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.963116{col 30}{space 2} .1269707{col 41}{space 1}  -15.46{col 50}{space 3}0.000{col 58}{space 4}-2.212113{col 71}{space 3}-1.714119
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5191207{col 30}{space 2} .0760354{col 41}{space 1}    6.83{col 50}{space 3}0.000{col 58}{space 4} .3700111{col 71}{space 3} .6682304
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1245328{col 30}{space 2} .0273659{col 41}{space 1}   -4.55{col 50}{space 3}0.000{col 58}{space 4}-.1781989{col 71}{space 3}-.0708667
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0000469{col 30}{space 2} .0477154{col 41}{space 1}   -0.00{col 50}{space 3}0.999{col 58}{space 4}-.0936195{col 71}{space 3} .0935257
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .6158615{col 30}{space 2} .0857002{col 41}{space 1}    7.19{col 50}{space 3}0.000{col 58}{space 4} .4477987{col 71}{space 3} .7839243
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2578203{col 30}{space 2}  .067005{col 41}{space 1}   -3.85{col 50}{space 3}0.000{col 58}{space 4}-.3892207{col 71}{space 3}-.1264198
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2} -.743004{col 30}{space 2} .0837118{col 41}{space 1}   -8.88{col 50}{space 3}0.000{col 58}{space 4}-.9071676{col 71}{space 3}-.5788405
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.652054{col 30}{space 2} .1700734{col 41}{space 1}   -9.71{col 50}{space 3}0.000{col 58}{space 4}-1.985578{col 71}{space 3}-1.318531
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.267264{col 30}{space 2} .1029484{col 41}{space 1}  -12.31{col 50}{space 3}0.000{col 58}{space 4}-1.469151{col 71}{space 3}-1.065376
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} -.006287{col 30}{space 2} .0664086{col 41}{space 1}   -0.09{col 50}{space 3}0.925{col 58}{space 4}-.1365179{col 71}{space 3} .1239439
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.051179{col 30}{space 2} .1125488{col 41}{space 1}   -9.34{col 50}{space 3}0.000{col 58}{space 4}-1.271894{col 71}{space 3}-.8304648
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7143337{col 30}{space 2} .1497414{col 41}{space 1}   -4.77{col 50}{space 3}0.000{col 58}{space 4}-1.007985{col 71}{space 3}-.4206825
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.094194{col 30}{space 2}  .075332{col 41}{space 1}  -14.52{col 50}{space 3}0.000{col 58}{space 4}-1.241924{col 71}{space 3}-.9464632
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9692701{col 30}{space 2} .0776892{col 41}{space 1}  -12.48{col 50}{space 3}0.000{col 58}{space 4}-1.121623{col 71}{space 3}-.8169174
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8568453{col 30}{space 2} .0839403{col 41}{space 1}  -10.21{col 50}{space 3}0.000{col 58}{space 4}-1.021457{col 71}{space 3}-.6922336
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4917419{col 30}{space 2} .0485063{col 41}{space 1}  -10.14{col 50}{space 3}0.000{col 58}{space 4}-.5868654{col 71}{space 3}-.3966185
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.022258{col 30}{space 2}  .098463{col 41}{space 1}  -10.38{col 50}{space 3}0.000{col 58}{space 4} -1.21535{col 71}{space 3}-.8291671
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2}  .254177{col 30}{space 2} .0756349{col 41}{space 1}    3.36{col 50}{space 3}0.001{col 58}{space 4} .1058528{col 71}{space 3} .4025012
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4519222{col 30}{space 2} .1747427{col 41}{space 1}    2.59{col 50}{space 3}0.010{col 58}{space 4}  .109242{col 71}{space 3} .7946023
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2} -.815808{col 30}{space 2} .0982854{col 41}{space 1}   -8.30{col 50}{space 3}0.000{col 58}{space 4}-1.008551{col 71}{space 3}-.6230648
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8181978{col 30}{space 2} .1064058{col 41}{space 1}   -7.69{col 50}{space 3}0.000{col 58}{space 4}-1.026866{col 71}{space 3}  -.60953
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0439284{col 30}{space 2} .0593319{col 41}{space 1}    0.74{col 50}{space 3}0.459{col 58}{space 4}-.0724247{col 71}{space 3} .1602815
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.524545{col 30}{space 2} .1752458{col 41}{space 1}   -8.70{col 50}{space 3}0.000{col 58}{space 4}-1.868212{col 71}{space 3}-1.180878
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2} -1.37637{col 30}{space 2}  .083292{col 41}{space 1}  -16.52{col 50}{space 3}0.000{col 58}{space 4}-1.539711{col 71}{space 3} -1.21303
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}  .095956{col 30}{space 2} .0776372{col 41}{space 1}    1.24{col 50}{space 3}0.217{col 58}{space 4}-.0562949{col 71}{space 3} .2482069
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0447338{col 30}{space 2} .0978954{col 41}{space 1}    0.46{col 50}{space 3}0.648{col 58}{space 4}-.1472444{col 71}{space 3} .2367121
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}  1.18192{col 30}{space 2} .0574968{col 41}{space 1}   20.56{col 50}{space 3}0.000{col 58}{space 4} 1.069165{col 71}{space 3} 1.294674
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2375681{col 30}{space 2} .0786115{col 41}{space 1}    3.02{col 50}{space 3}0.003{col 58}{space 4} .0834065{col 71}{space 3} .3917297
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2} -.572969{col 30}{space 2} .2569768{col 41}{space 1}   -2.23{col 50}{space 3}0.026{col 58}{space 4}-1.076915{col 71}{space 3}-.0690232
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.798371{col 30}{space 2} .4293674{col 41}{space 1}   -4.19{col 50}{space 3}0.000{col 58}{space 4}-2.640385{col 71}{space 3}-.9563579
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0723157{col 30}{space 2} .0777251{col 41}{space 1}   -0.93{col 50}{space 3}0.352{col 58}{space 4} -.224739{col 71}{space 3} .0801075
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4152531{col 30}{space 2} .0842128{col 41}{space 1}    4.93{col 50}{space 3}0.000{col 58}{space 4} .2501071{col 71}{space 3} .5803992
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6945356{col 30}{space 2} .0929672{col 41}{space 1}   -7.47{col 50}{space 3}0.000{col 58}{space 4}-.8768494{col 71}{space 3}-.5122218
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3795207{col 30}{space 2} .0779544{col 41}{space 1}   -4.87{col 50}{space 3}0.000{col 58}{space 4}-.5323935{col 71}{space 3}-.2266478
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.2949716{col 30}{space 2} .1028645{col 41}{space 1}   -2.87{col 50}{space 3}0.004{col 58}{space 4}-.4966947{col 71}{space 3}-.0932485
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.730557{col 30}{space 2} .2197228{col 41}{space 1}    7.88{col 50}{space 3}0.000{col 58}{space 4} 1.299668{col 71}{space 3} 2.161445
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_maxarea iv2000a SQiv2000a ///
> num_siege num_battle ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(49, 2173)       =  {res}  1580.69
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9012
                                                {txt}Root MSE          =    {res} .21969

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .8534848{col 30}{space 2} .1704739{col 41}{space 1}    5.01{col 50}{space 3}0.000{col 58}{space 4} .5191759{col 71}{space 3} 1.187794
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2} -1.38378{col 30}{space 2} .2043416{col 41}{space 1}   -6.77{col 50}{space 3}0.000{col 58}{space 4}-1.784505{col 71}{space 3}-.9830545
{txt}{space 7}num_siege {c |}{col 18}{res}{space 2} .0211081{col 30}{space 2} .0117271{col 41}{space 1}    1.80{col 50}{space 3}0.072{col 58}{space 4}-.0018893{col 71}{space 3} .0441056
{txt}{space 6}num_battle {c |}{col 18}{res}{space 2} .0163296{col 30}{space 2} .0086521{col 41}{space 1}    1.89{col 50}{space 3}0.059{col 58}{space 4}-.0006377{col 71}{space 3} .0332969
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1179028{col 30}{space 2} .0258775{col 41}{space 1}    4.56{col 50}{space 3}0.000{col 58}{space 4} .0671555{col 71}{space 3} .1686502
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001087{col 30}{space 2} .0000204{col 41}{space 1}    5.34{col 50}{space 3}0.000{col 58}{space 4} .0000688{col 71}{space 3} .0001486
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003626{col 30}{space 2} .0000666{col 41}{space 1}   -5.44{col 50}{space 3}0.000{col 58}{space 4}-.0004932{col 71}{space 3} -.000232
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0428228{col 30}{space 2} .0207005{col 41}{space 1}    2.07{col 50}{space 3}0.039{col 58}{space 4} .0022279{col 71}{space 3} .0834177
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-3.92e-07{col 30}{space 2} 1.26e-07{col 41}{space 1}   -3.10{col 50}{space 3}0.002{col 58}{space 4}-6.40e-07{col 71}{space 3}-1.44e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0201109{col 30}{space 2} .0031703{col 41}{space 1}    6.34{col 50}{space 3}0.000{col 58}{space 4} .0138938{col 71}{space 3} .0263279
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0156559{col 30}{space 2} .0114373{col 41}{space 1}    1.37{col 50}{space 3}0.171{col 58}{space 4}-.0067732{col 71}{space 3}  .038085
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0005558{col 30}{space 2} .0002348{col 41}{space 1}   -2.37{col 50}{space 3}0.018{col 58}{space 4}-.0010163{col 71}{space 3}-.0000953
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5545369{col 30}{space 2} .0688717{col 41}{space 1}   -8.05{col 50}{space 3}0.000{col 58}{space 4}-.6895981{col 71}{space 3}-.4194757
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.765351{col 30}{space 2} .0939129{col 41}{space 1}  -18.80{col 50}{space 3}0.000{col 58}{space 4}-1.949519{col 71}{space 3}-1.581182
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.951877{col 30}{space 2} .1276593{col 41}{space 1}  -15.29{col 50}{space 3}0.000{col 58}{space 4}-2.202224{col 71}{space 3} -1.70153
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5373935{col 30}{space 2} .0779463{col 41}{space 1}    6.89{col 50}{space 3}0.000{col 58}{space 4} .3845363{col 71}{space 3} .6902506
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1131057{col 30}{space 2} .0303118{col 41}{space 1}   -3.73{col 50}{space 3}0.000{col 58}{space 4}-.1725489{col 71}{space 3}-.0536625
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} .0113516{col 30}{space 2} .0495192{col 41}{space 1}    0.23{col 50}{space 3}0.819{col 58}{space 4}-.0857582{col 71}{space 3} .1084615
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2}  .632212{col 30}{space 2} .0873625{col 41}{space 1}    7.24{col 50}{space 3}0.000{col 58}{space 4} .4608892{col 71}{space 3} .8035349
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2420026{col 30}{space 2} .0687648{col 41}{space 1}   -3.52{col 50}{space 3}0.000{col 58}{space 4}-.3768543{col 71}{space 3}-.1071509
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7291769{col 30}{space 2} .0848709{col 41}{space 1}   -8.59{col 50}{space 3}0.000{col 58}{space 4}-.8956136{col 71}{space 3}-.5627403
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.637862{col 30}{space 2} .1715721{col 41}{space 1}   -9.55{col 50}{space 3}0.000{col 58}{space 4}-1.974324{col 71}{space 3}-1.301399
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.256698{col 30}{space 2} .1037753{col 41}{space 1}  -12.11{col 50}{space 3}0.000{col 58}{space 4}-1.460207{col 71}{space 3}-1.053189
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} .0086265{col 30}{space 2} .0682495{col 41}{space 1}    0.13{col 50}{space 3}0.899{col 58}{space 4}-.1252146{col 71}{space 3} .1424676
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2} -1.03743{col 30}{space 2} .1137095{col 41}{space 1}   -9.12{col 50}{space 3}0.000{col 58}{space 4}-1.260421{col 71}{space 3}-.8144395
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7032177{col 30}{space 2} .1503678{col 41}{space 1}   -4.68{col 50}{space 3}0.000{col 58}{space 4}-.9980974{col 71}{space 3} -.408338
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} -1.08063{col 30}{space 2} .0764843{col 41}{space 1}  -14.13{col 50}{space 3}0.000{col 58}{space 4} -1.23062{col 71}{space 3}-.9306399
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9574799{col 30}{space 2} .0789633{col 41}{space 1}  -12.13{col 50}{space 3}0.000{col 58}{space 4}-1.112331{col 71}{space 3}-.8026283
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}  -.84504{col 30}{space 2} .0851252{col 41}{space 1}   -9.93{col 50}{space 3}0.000{col 58}{space 4}-1.011975{col 71}{space 3}-.6781047
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2} -.477274{col 30}{space 2} .0505388{col 41}{space 1}   -9.44{col 50}{space 3}0.000{col 58}{space 4}-.5763834{col 71}{space 3}-.3781645
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.009482{col 30}{space 2}  .099689{col 41}{space 1}  -10.13{col 50}{space 3}0.000{col 58}{space 4}-1.204978{col 71}{space 3}-.8139865
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2678557{col 30}{space 2} .0768349{col 41}{space 1}    3.49{col 50}{space 3}0.000{col 58}{space 4} .1171781{col 71}{space 3} .4185334
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4531522{col 30}{space 2} .1748361{col 41}{space 1}    2.59{col 50}{space 3}0.010{col 58}{space 4} .1102888{col 71}{space 3} .7960156
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8031551{col 30}{space 2}  .099446{col 41}{space 1}   -8.08{col 50}{space 3}0.000{col 58}{space 4}-.9981743{col 71}{space 3}-.6081359
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8038527{col 30}{space 2} .1076656{col 41}{space 1}   -7.47{col 50}{space 3}0.000{col 58}{space 4}-1.014991{col 71}{space 3}-.5927145
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0534094{col 30}{space 2} .0606227{col 41}{space 1}    0.88{col 50}{space 3}0.378{col 58}{space 4}-.0654751{col 71}{space 3}  .172294
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.512393{col 30}{space 2} .1760525{col 41}{space 1}   -8.59{col 50}{space 3}0.000{col 58}{space 4}-1.857642{col 71}{space 3}-1.167144
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2} -1.36576{col 30}{space 2} .0841734{col 41}{space 1}  -16.23{col 50}{space 3}0.000{col 58}{space 4}-1.530829{col 71}{space 3}-1.200692
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1070557{col 30}{space 2} .0784393{col 41}{space 1}    1.36{col 50}{space 3}0.172{col 58}{space 4}-.0467683{col 71}{space 3} .2608797
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0514188{col 30}{space 2} .0989412{col 41}{space 1}    0.52{col 50}{space 3}0.603{col 58}{space 4}-.1426105{col 71}{space 3}  .245448
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2}  1.20085{col 30}{space 2} .0595563{col 41}{space 1}   20.16{col 50}{space 3}0.000{col 58}{space 4} 1.084056{col 71}{space 3} 1.317643
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2}  .247978{col 30}{space 2} .0793251{col 41}{space 1}    3.13{col 50}{space 3}0.002{col 58}{space 4} .0924171{col 71}{space 3} .4035389
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5595559{col 30}{space 2} .2572235{col 41}{space 1}   -2.18{col 50}{space 3}0.030{col 58}{space 4}-1.063986{col 71}{space 3}-.0551261
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.787938{col 30}{space 2} .4299178{col 41}{space 1}   -4.16{col 50}{space 3}0.000{col 58}{space 4}-2.631031{col 71}{space 3}-.9448449
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0573557{col 30}{space 2} .0790433{col 41}{space 1}   -0.73{col 50}{space 3}0.468{col 58}{space 4} -.212364{col 71}{space 3} .0976525
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4319058{col 30}{space 2} .0859262{col 41}{space 1}    5.03{col 50}{space 3}0.000{col 58}{space 4} .2633998{col 71}{space 3} .6004118
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6818422{col 30}{space 2} .0940291{col 41}{space 1}   -7.25{col 50}{space 3}0.000{col 58}{space 4}-.8662385{col 71}{space 3}-.4974459
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3667076{col 30}{space 2} .0790433{col 41}{space 1}   -4.64{col 50}{space 3}0.000{col 58}{space 4}-.5217159{col 71}{space 3}-.2116993
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.2843901{col 30}{space 2} .1031546{col 41}{space 1}   -2.76{col 50}{space 3}0.006{col 58}{space 4}-.4866821{col 71}{space 3} -.082098
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.755608{col 30}{space 2} .2216434{col 41}{space 1}    7.92{col 50}{space 3}0.000{col 58}{space 4} 1.320952{col 71}{space 3} 2.190263
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. 
. esttab using "$resultspath/robust2.tex", booktabs label replace ///
> compress nomtitles nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> indicate("Parliament = mean_parl" "Plunder = mean_plunder" ///
> "Number of Sieges = num_siege" "Number of Battles = num_battle" ///
> "Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = lat" "Longitude = lon" "Lat*Lon = latlon" "Country FE in Yr2000 = _I*", label($\checkmark$ ))       ///
> drop(_cons) nonotes
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/robust2.tex"'})

{com}. 
. eststo clear
{txt}
{com}. 
. 
. 
. ********************************************************************************
. * Table 5
. ********************************************************************************
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg  loggdp2010percapita_maxarea altiv2000a SQaltiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4912.74
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9002
                                                {txt}Root MSE          =    {res} .22065

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}altiv2000a {c |}{col 18}{res}{space 2} .4409875{col 30}{space 2} .1384843{col 41}{space 1}    3.18{col 50}{space 3}0.001{col 58}{space 4} .1694121{col 71}{space 3} .7125628
{txt}{space 4}SQaltiv2000a {c |}{col 18}{res}{space 2}-.4693892{col 30}{space 2} .1274715{col 41}{space 1}   -3.68{col 50}{space 3}0.000{col 58}{space 4}-.7193679{col 71}{space 3}-.2194105
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1224667{col 30}{space 2} .0261488{col 41}{space 1}    4.68{col 50}{space 3}0.000{col 58}{space 4} .0711874{col 71}{space 3}  .173746
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001022{col 30}{space 2} .0000204{col 41}{space 1}    5.02{col 50}{space 3}0.000{col 58}{space 4} .0000623{col 71}{space 3} .0001421
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003636{col 30}{space 2} .0000683{col 41}{space 1}   -5.32{col 50}{space 3}0.000{col 58}{space 4}-.0004976{col 71}{space 3}-.0002295
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0443184{col 30}{space 2} .0209552{col 41}{space 1}    2.11{col 50}{space 3}0.035{col 58}{space 4}  .003224{col 71}{space 3} .0854128
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-5.05e-07{col 30}{space 2} 1.23e-07{col 41}{space 1}   -4.10{col 50}{space 3}0.000{col 58}{space 4}-7.46e-07{col 71}{space 3}-2.63e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0229603{col 30}{space 2} .0031734{col 41}{space 1}    7.24{col 50}{space 3}0.000{col 58}{space 4}  .016737{col 71}{space 3} .0291835
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0193887{col 30}{space 2} .0114502{col 41}{space 1}    1.69{col 50}{space 3}0.091{col 58}{space 4}-.0030658{col 71}{space 3} .0418431
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0006581{col 30}{space 2} .0002344{col 41}{space 1}   -2.81{col 50}{space 3}0.005{col 58}{space 4}-.0011178{col 71}{space 3}-.0001984
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} -.565276{col 30}{space 2} .0680227{col 41}{space 1}   -8.31{col 50}{space 3}0.000{col 58}{space 4}-.6986722{col 71}{space 3}-.4318797
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.768264{col 30}{space 2}  .093627{col 41}{space 1}  -18.89{col 50}{space 3}0.000{col 58}{space 4}-1.951872{col 71}{space 3}-1.584657
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.949606{col 30}{space 2} .1279308{col 41}{space 1}  -15.24{col 50}{space 3}0.000{col 58}{space 4}-2.200485{col 71}{space 3}-1.698726
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .3957001{col 30}{space 2}  .079848{col 41}{space 1}    4.96{col 50}{space 3}0.000{col 58}{space 4} .2391137{col 71}{space 3} .5522864
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1353148{col 30}{space 2} .0288755{col 41}{space 1}   -4.69{col 50}{space 3}0.000{col 58}{space 4}-.1919413{col 71}{space 3}-.0786884
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0170045{col 30}{space 2} .0494359{col 41}{space 1}   -0.34{col 50}{space 3}0.731{col 58}{space 4} -.113951{col 71}{space 3} .0799421
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5988212{col 30}{space 2}  .087157{col 41}{space 1}    6.87{col 50}{space 3}0.000{col 58}{space 4} .4279016{col 71}{space 3} .7697409
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2958051{col 30}{space 2} .0697406{col 41}{space 1}   -4.24{col 50}{space 3}0.000{col 58}{space 4}-.4325704{col 71}{space 3}-.1590399
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7568936{col 30}{space 2} .0844259{col 41}{space 1}   -8.97{col 50}{space 3}0.000{col 58}{space 4}-.9224574{col 71}{space 3}-.5913298
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.649219{col 30}{space 2} .1688538{col 41}{space 1}   -9.77{col 50}{space 3}0.000{col 58}{space 4} -1.98035{col 71}{space 3}-1.318087
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.280627{col 30}{space 2} .1039957{col 41}{space 1}  -12.31{col 50}{space 3}0.000{col 58}{space 4}-1.484569{col 71}{space 3}-1.076686
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0204236{col 30}{space 2} .0675169{col 41}{space 1}   -0.30{col 50}{space 3}0.762{col 58}{space 4} -.152828{col 71}{space 3} .1119807
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.067795{col 30}{space 2} .1135204{col 41}{space 1}   -9.41{col 50}{space 3}0.000{col 58}{space 4}-1.290415{col 71}{space 3} -.845175
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7235558{col 30}{space 2} .1511752{col 41}{space 1}   -4.79{col 50}{space 3}0.000{col 58}{space 4}-1.020019{col 71}{space 3} -.427093
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.092946{col 30}{space 2}  .075758{col 41}{space 1}  -14.43{col 50}{space 3}0.000{col 58}{space 4}-1.241512{col 71}{space 3}-.9443807
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9823322{col 30}{space 2} .0782634{col 41}{space 1}  -12.55{col 50}{space 3}0.000{col 58}{space 4}-1.135811{col 71}{space 3}-.8288533
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8725902{col 30}{space 2} .0844911{col 41}{space 1}  -10.33{col 50}{space 3}0.000{col 58}{space 4}-1.038282{col 71}{space 3}-.7068985
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4919415{col 30}{space 2} .0499192{col 41}{space 1}   -9.85{col 50}{space 3}0.000{col 58}{space 4}-.5898358{col 71}{space 3}-.3940471
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.035182{col 30}{space 2} .0991106{col 41}{space 1}  -10.44{col 50}{space 3}0.000{col 58}{space 4}-1.229543{col 71}{space 3}-.8408204
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2381003{col 30}{space 2} .0762994{col 41}{space 1}    3.12{col 50}{space 3}0.002{col 58}{space 4}  .088473{col 71}{space 3} .3877276
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .5285221{col 30}{space 2} .1747016{col 41}{space 1}    3.03{col 50}{space 3}0.003{col 58}{space 4} .1859225{col 71}{space 3} .8711216
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8211073{col 30}{space 2} .0991817{col 41}{space 1}   -8.28{col 50}{space 3}0.000{col 58}{space 4}-1.015608{col 71}{space 3}-.6266066
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8432831{col 30}{space 2}  .106961{col 41}{space 1}   -7.88{col 50}{space 3}0.000{col 58}{space 4}-1.053039{col 71}{space 3}-.6335267
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0348045{col 30}{space 2} .0607233{col 41}{space 1}    0.57{col 50}{space 3}0.567{col 58}{space 4}-.0842772{col 71}{space 3} .1538861
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.540553{col 30}{space 2} .1737708{col 41}{space 1}   -8.87{col 50}{space 3}0.000{col 58}{space 4}-1.881327{col 71}{space 3}-1.199779
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.383051{col 30}{space 2} .0837682{col 41}{space 1}  -16.51{col 50}{space 3}0.000{col 58}{space 4}-1.547325{col 71}{space 3}-1.218777
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0988495{col 30}{space 2} .0797984{col 41}{space 1}    1.24{col 50}{space 3}0.216{col 58}{space 4}-.0576395{col 71}{space 3} .2553385
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2}  .033595{col 30}{space 2} .0967782{col 41}{space 1}    0.35{col 50}{space 3}0.729{col 58}{space 4}-.1561925{col 71}{space 3} .2233824
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.165603{col 30}{space 2}  .057794{col 41}{space 1}   20.17{col 50}{space 3}0.000{col 58}{space 4} 1.052265{col 71}{space 3}  1.27894
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2217298{col 30}{space 2} .0800879{col 41}{space 1}    2.77{col 50}{space 3}0.006{col 58}{space 4}  .064673{col 71}{space 3} .3787866
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5354035{col 30}{space 2} .2589617{col 41}{space 1}   -2.07{col 50}{space 3}0.039{col 58}{space 4}-1.043242{col 71}{space 3}-.0275653
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2} -1.79977{col 30}{space 2} .4307462{col 41}{space 1}   -4.18{col 50}{space 3}0.000{col 58}{space 4}-2.644487{col 71}{space 3}-.9550526
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.1099388{col 30}{space 2} .0806384{col 41}{space 1}   -1.36{col 50}{space 3}0.173{col 58}{space 4}-.2680751{col 71}{space 3} .0481975
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4043011{col 30}{space 2} .0855906{col 41}{space 1}    4.72{col 50}{space 3}0.000{col 58}{space 4} .2364533{col 71}{space 3}  .572149
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7053618{col 30}{space 2}  .094025{col 41}{space 1}   -7.50{col 50}{space 3}0.000{col 58}{space 4}  -.88975{col 71}{space 3}-.5209736
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.3989573{col 30}{space 2} .0792833{col 41}{space 1}   -5.03{col 50}{space 3}0.000{col 58}{space 4}-.5544362{col 71}{space 3}-.2434784
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} -.295528{col 30}{space 2} .1050372{col 41}{space 1}   -2.81{col 50}{space 3}0.005{col 58}{space 4}-.5015117{col 71}{space 3}-.0895443
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.705315{col 30}{space 2} .2217261{col 41}{space 1}    7.69{col 50}{space 3}0.000{col 58}{space 4} 1.270498{col 71}{space 3} 2.140132
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. 
. eststo: xi: reg  loggdp2010percapita_maxarea  altivTV2000a SQaltivTV2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5197.67
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9002
                                                {txt}Root MSE          =    {res} .22071

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~a{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}altivTV2000a {c |}{col 18}{res}{space 2} .2148472{col 30}{space 2} .0637345{col 41}{space 1}    3.37{col 50}{space 3}0.001{col 58}{space 4} .0898604{col 71}{space 3}  .339834
{txt}{space 2}SQaltivTV2000a {c |}{col 18}{res}{space 2}-.1102183{col 30}{space 2} .0262527{col 41}{space 1}   -4.20{col 50}{space 3}0.000{col 58}{space 4}-.1617012{col 71}{space 3}-.0587354
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1189325{col 30}{space 2} .0261848{col 41}{space 1}    4.54{col 50}{space 3}0.000{col 58}{space 4} .0675826{col 71}{space 3} .1702824
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001011{col 30}{space 2} .0000203{col 41}{space 1}    4.99{col 50}{space 3}0.000{col 58}{space 4} .0000613{col 71}{space 3} .0001408
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003645{col 30}{space 2} .0000676{col 41}{space 1}   -5.40{col 50}{space 3}0.000{col 58}{space 4} -.000497{col 71}{space 3} -.000232
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}  .045948{col 30}{space 2} .0209667{col 41}{space 1}    2.19{col 50}{space 3}0.029{col 58}{space 4} .0048311{col 71}{space 3} .0870649
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-4.96e-07{col 30}{space 2} 1.24e-07{col 41}{space 1}   -4.00{col 50}{space 3}0.000{col 58}{space 4}-7.39e-07{col 71}{space 3}-2.52e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0233815{col 30}{space 2} .0031415{col 41}{space 1}    7.44{col 50}{space 3}0.000{col 58}{space 4} .0172208{col 71}{space 3} .0295422
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0212566{col 30}{space 2}  .011514{col 41}{space 1}    1.85{col 50}{space 3}0.065{col 58}{space 4}-.0013229{col 71}{space 3} .0438361
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0006915{col 30}{space 2} .0002356{col 41}{space 1}   -2.93{col 50}{space 3}0.003{col 58}{space 4}-.0011536{col 71}{space 3}-.0002294
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5720203{col 30}{space 2} .0679377{col 41}{space 1}   -8.42{col 50}{space 3}0.000{col 58}{space 4}  -.70525{col 71}{space 3}-.4387907
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.775571{col 30}{space 2} .0932518{col 41}{space 1}  -19.04{col 50}{space 3}0.000{col 58}{space 4}-1.958444{col 71}{space 3}-1.592699
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.964311{col 30}{space 2} .1281991{col 41}{space 1}  -15.32{col 50}{space 3}0.000{col 58}{space 4}-2.215717{col 71}{space 3}-1.712906
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .3798276{col 30}{space 2} .0813994{col 41}{space 1}    4.67{col 50}{space 3}0.000{col 58}{space 4} .2201989{col 71}{space 3} .5394563
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1355247{col 30}{space 2} .0283407{col 41}{space 1}   -4.78{col 50}{space 3}0.000{col 58}{space 4}-.1911023{col 71}{space 3}-.0799471
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0267716{col 30}{space 2} .0499326{col 41}{space 1}   -0.54{col 50}{space 3}0.592{col 58}{space 4}-.1246921{col 71}{space 3}  .071149
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .5979088{col 30}{space 2} .0866901{col 41}{space 1}    6.90{col 50}{space 3}0.000{col 58}{space 4} .4279047{col 71}{space 3} .7679128
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.3067826{col 30}{space 2} .0688384{col 41}{space 1}   -4.46{col 50}{space 3}0.000{col 58}{space 4}-.4417785{col 71}{space 3}-.1717867
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7646448{col 30}{space 2} .0841548{col 41}{space 1}   -9.09{col 50}{space 3}0.000{col 58}{space 4}-.9296771{col 71}{space 3}-.5996125
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}  -1.6623{col 30}{space 2} .1692689{col 41}{space 1}   -9.82{col 50}{space 3}0.000{col 58}{space 4}-1.994246{col 71}{space 3}-1.330354
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.288595{col 30}{space 2} .1044035{col 41}{space 1}  -12.34{col 50}{space 3}0.000{col 58}{space 4}-1.493336{col 71}{space 3}-1.083854
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}-.0288304{col 30}{space 2}  .067289{col 41}{space 1}   -0.43{col 50}{space 3}0.668{col 58}{space 4}-.1607878{col 71}{space 3} .1031271
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-1.074866{col 30}{space 2} .1139961{col 41}{space 1}   -9.43{col 50}{space 3}0.000{col 58}{space 4}-1.298418{col 71}{space 3} -.851313
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.7328048{col 30}{space 2} .1511986{col 41}{space 1}   -4.85{col 50}{space 3}0.000{col 58}{space 4}-1.029314{col 71}{space 3} -.436296
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.101442{col 30}{space 2} .0756296{col 41}{space 1}  -14.56{col 50}{space 3}0.000{col 58}{space 4}-1.249755{col 71}{space 3}-.9531279
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.9890479{col 30}{space 2} .0781973{col 41}{space 1}  -12.65{col 50}{space 3}0.000{col 58}{space 4}-1.142397{col 71}{space 3}-.8356987
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8811489{col 30}{space 2} .0838787{col 41}{space 1}  -10.51{col 50}{space 3}0.000{col 58}{space 4} -1.04564{col 71}{space 3}-.7166582
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4868499{col 30}{space 2} .0499034{col 41}{space 1}   -9.76{col 50}{space 3}0.000{col 58}{space 4}-.5847133{col 71}{space 3}-.3889866
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-1.043857{col 30}{space 2} .0993515{col 41}{space 1}  -10.51{col 50}{space 3}0.000{col 58}{space 4}-1.238691{col 71}{space 3} -.849023
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2313668{col 30}{space 2}  .075841{col 41}{space 1}    3.05{col 50}{space 3}0.002{col 58}{space 4} .0826384{col 71}{space 3} .3800953
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .4992935{col 30}{space 2} .1767161{col 41}{space 1}    2.83{col 50}{space 3}0.005{col 58}{space 4} .1527434{col 71}{space 3} .8458435
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.8296477{col 30}{space 2}  .099345{col 41}{space 1}   -8.35{col 50}{space 3}0.000{col 58}{space 4}-1.024469{col 71}{space 3}-.6348268
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.8517352{col 30}{space 2} .1072606{col 41}{space 1}   -7.94{col 50}{space 3}0.000{col 58}{space 4}-1.062079{col 71}{space 3}-.6413912
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}  .027483{col 30}{space 2} .0605315{col 41}{space 1}    0.45{col 50}{space 3}0.650{col 58}{space 4}-.0912225{col 71}{space 3} .1461886
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.555373{col 30}{space 2}  .172799{col 41}{space 1}   -9.00{col 50}{space 3}0.000{col 58}{space 4}-1.894241{col 71}{space 3}-1.216505
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.397545{col 30}{space 2} .0840924{col 41}{space 1}  -16.62{col 50}{space 3}0.000{col 58}{space 4}-1.562455{col 71}{space 3}-1.232635
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .0940533{col 30}{space 2} .0796911{col 41}{space 1}    1.18{col 50}{space 3}0.238{col 58}{space 4}-.0622253{col 71}{space 3} .2503319
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .0321909{col 30}{space 2} .0967322{col 41}{space 1}    0.33{col 50}{space 3}0.739{col 58}{space 4}-.1575063{col 71}{space 3} .2218881
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} 1.160274{col 30}{space 2} .0573559{col 41}{space 1}   20.23{col 50}{space 3}0.000{col 58}{space 4} 1.047796{col 71}{space 3} 1.272752
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2109355{col 30}{space 2} .0804638{col 41}{space 1}    2.62{col 50}{space 3}0.009{col 58}{space 4} .0531414{col 71}{space 3} .3687295
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}  -.63013{col 30}{space 2} .2610054{col 41}{space 1}   -2.41{col 50}{space 3}0.016{col 58}{space 4}-1.141976{col 71}{space 3}-.1182839
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.812886{col 30}{space 2} .4306394{col 41}{space 1}   -4.21{col 50}{space 3}0.000{col 58}{space 4}-2.657394{col 71}{space 3}-.9683785
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.1106906{col 30}{space 2} .0798379{col 41}{space 1}   -1.39{col 50}{space 3}0.166{col 58}{space 4}-.2672572{col 71}{space 3} .0458759
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4012799{col 30}{space 2} .0855736{col 41}{space 1}    4.69{col 50}{space 3}0.000{col 58}{space 4} .2334653{col 71}{space 3} .5690945
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.7126497{col 30}{space 2} .0938724{col 41}{space 1}   -7.59{col 50}{space 3}0.000{col 58}{space 4}-.8967387{col 71}{space 3}-.5285607
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.4077404{col 30}{space 2} .0791941{col 41}{space 1}   -5.15{col 50}{space 3}0.000{col 58}{space 4}-.5630444{col 71}{space 3}-.2524365
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.3061229{col 30}{space 2}  .104638{col 41}{space 1}   -2.93{col 50}{space 3}0.003{col 58}{space 4}-.5113239{col 71}{space 3} -.100922
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.691138{col 30}{space 2} .2212323{col 41}{space 1}    7.64{col 50}{space 3}0.000{col 58}{space 4} 1.257289{col 71}{space 3} 2.124987
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_avg iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}   577.00
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8964
                                                {txt}Root MSE          =    {res} .21968

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~g{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .9568044{col 30}{space 2} .1727681{col 41}{space 1}    5.54{col 50}{space 3}0.000{col 58}{space 4} .6179967{col 71}{space 3} 1.295612
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.463642{col 30}{space 2} .2081135{col 41}{space 1}   -7.03{col 50}{space 3}0.000{col 58}{space 4}-1.871764{col 71}{space 3} -1.05552
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1757108{col 30}{space 2}  .025749{col 41}{space 1}    6.82{col 50}{space 3}0.000{col 58}{space 4} .1252157{col 71}{space 3}  .226206
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001235{col 30}{space 2}  .000019{col 41}{space 1}    6.50{col 50}{space 3}0.000{col 58}{space 4} .0000862{col 71}{space 3} .0001607
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} -.000342{col 30}{space 2} .0000675{col 41}{space 1}   -5.07{col 50}{space 3}0.000{col 58}{space 4}-.0004744{col 71}{space 3}-.0002097
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}  .068821{col 30}{space 2} .0204386{col 41}{space 1}    3.37{col 50}{space 3}0.001{col 58}{space 4} .0287397{col 71}{space 3} .1089022
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-7.18e-07{col 30}{space 2} 1.26e-07{col 41}{space 1}   -5.70{col 50}{space 3}0.000{col 58}{space 4}-9.65e-07{col 71}{space 3}-4.71e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0230877{col 30}{space 2} .0029487{col 41}{space 1}    7.83{col 50}{space 3}0.000{col 58}{space 4} .0173051{col 71}{space 3} .0288703
{txt}{space 13}lon {c |}{col 18}{res}{space 2} .0339445{col 30}{space 2}  .011122{col 41}{space 1}    3.05{col 50}{space 3}0.002{col 58}{space 4} .0121336{col 71}{space 3} .0557554
{txt}{space 10}latlon {c |}{col 18}{res}{space 2}-.0010667{col 30}{space 2} .0002307{col 41}{space 1}   -4.62{col 50}{space 3}0.000{col 58}{space 4}-.0015192{col 71}{space 3}-.0006143
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} -.430062{col 30}{space 2} .0748099{col 41}{space 1}   -5.75{col 50}{space 3}0.000{col 58}{space 4}-.5767682{col 71}{space 3}-.2833557
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.601473{col 30}{space 2} .1031581{col 41}{space 1}  -15.52{col 50}{space 3}0.000{col 58}{space 4}-1.803771{col 71}{space 3}-1.399174
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.639751{col 30}{space 2} .1223052{col 41}{space 1}  -13.41{col 50}{space 3}0.000{col 58}{space 4}-1.879598{col 71}{space 3}-1.399904
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5938324{col 30}{space 2} .0784615{col 41}{space 1}    7.57{col 50}{space 3}0.000{col 58}{space 4}  .439965{col 71}{space 3} .7476998
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2} -.167716{col 30}{space 2} .0381727{col 41}{space 1}   -4.39{col 50}{space 3}0.000{col 58}{space 4}-.2425747{col 71}{space 3}-.0928573
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2} .0081627{col 30}{space 2} .0528306{col 41}{space 1}    0.15{col 50}{space 3}0.877{col 58}{space 4}-.0954411{col 71}{space 3} .1117664
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .7150729{col 30}{space 2} .0854552{col 41}{space 1}    8.37{col 50}{space 3}0.000{col 58}{space 4} .5474906{col 71}{space 3} .8826552
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2581084{col 30}{space 2} .0689487{col 41}{space 1}   -3.74{col 50}{space 3}0.000{col 58}{space 4}-.3933205{col 71}{space 3}-.1228963
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.6917695{col 30}{space 2} .0949753{col 41}{space 1}   -7.28{col 50}{space 3}0.000{col 58}{space 4}-.8780213{col 71}{space 3}-.5055177
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-1.486423{col 30}{space 2} .1532399{col 41}{space 1}   -9.70{col 50}{space 3}0.000{col 58}{space 4}-1.786935{col 71}{space 3}-1.185911
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.153591{col 30}{space 2} .1019525{col 41}{space 1}  -11.31{col 50}{space 3}0.000{col 58}{space 4}-1.353526{col 71}{space 3}-.9536567
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} .1353616{col 30}{space 2} .0679513{col 41}{space 1}    1.99{col 50}{space 3}0.046{col 58}{space 4} .0021052{col 71}{space 3} .2686179
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-.7295669{col 30}{space 2} .1132225{col 41}{space 1}   -6.44{col 50}{space 3}0.000{col 58}{space 4}-.9516025{col 71}{space 3}-.5075313
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.5027115{col 30}{space 2} .1557791{col 41}{space 1}   -3.23{col 50}{space 3}0.001{col 58}{space 4}-.8082029{col 71}{space 3}  -.19722
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-.9711342{col 30}{space 2} .0804236{col 41}{space 1}  -12.08{col 50}{space 3}0.000{col 58}{space 4}-1.128849{col 71}{space 3}-.8134191
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}-.7837555{col 30}{space 2} .0796357{col 41}{space 1}   -9.84{col 50}{space 3}0.000{col 58}{space 4}-.9399256{col 71}{space 3}-.6275854
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8845342{col 30}{space 2} .0770758{col 41}{space 1}  -11.48{col 50}{space 3}0.000{col 58}{space 4}-1.035684{col 71}{space 3}-.7333842
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.4801934{col 30}{space 2} .0473138{col 41}{space 1}  -10.15{col 50}{space 3}0.000{col 58}{space 4}-.5729784{col 71}{space 3}-.3874085
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-.7046889{col 30}{space 2} .1030282{col 41}{space 1}   -6.84{col 50}{space 3}0.000{col 58}{space 4}-.9067329{col 71}{space 3}-.5026449
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .3282447{col 30}{space 2} .0721014{col 41}{space 1}    4.55{col 50}{space 3}0.000{col 58}{space 4} .1868498{col 71}{space 3} .4696395
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .6342314{col 30}{space 2} .1696275{col 41}{space 1}    3.74{col 50}{space 3}0.000{col 58}{space 4} .3015826{col 71}{space 3} .9668803
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.5193854{col 30}{space 2} .1018597{col 41}{space 1}   -5.10{col 50}{space 3}0.000{col 58}{space 4}-.7191379{col 71}{space 3}-.3196328
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} -.485519{col 30}{space 2} .1117595{col 41}{space 1}   -4.34{col 50}{space 3}0.000{col 58}{space 4}-.7046856{col 71}{space 3}-.2663524
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0696438{col 30}{space 2} .0622647{col 41}{space 1}    1.12{col 50}{space 3}0.263{col 58}{space 4}-.0524607{col 71}{space 3} .1917483
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2}-1.427474{col 30}{space 2} .1720862{col 41}{space 1}   -8.30{col 50}{space 3}0.000{col 58}{space 4}-1.764945{col 71}{space 3}-1.090004
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2} -1.20547{col 30}{space 2} .0839004{col 41}{space 1}  -14.37{col 50}{space 3}0.000{col 58}{space 4}-1.370003{col 71}{space 3}-1.040936
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1329194{col 30}{space 2} .0777475{col 41}{space 1}    1.71{col 50}{space 3}0.087{col 58}{space 4}-.0195477{col 71}{space 3} .2853865
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .1905174{col 30}{space 2} .0828763{col 41}{space 1}    2.30{col 50}{space 3}0.022{col 58}{space 4} .0279924{col 71}{space 3} .3530423
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} .5753367{col 30}{space 2} .1899102{col 41}{space 1}    3.03{col 50}{space 3}0.002{col 58}{space 4} .2029123{col 71}{space 3} .9477612
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2}  .283612{col 30}{space 2}  .077503{col 41}{space 1}    3.66{col 50}{space 3}0.000{col 58}{space 4} .1316244{col 71}{space 3} .4355996
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.4729949{col 30}{space 2} .2190183{col 41}{space 1}   -2.16{col 50}{space 3}0.031{col 58}{space 4}-.9025018{col 71}{space 3} -.043488
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}-1.877294{col 30}{space 2} .4395631{col 41}{space 1}   -4.27{col 50}{space 3}0.000{col 58}{space 4}-2.739301{col 71}{space 3}-1.015286
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.0831642{col 30}{space 2} .0797596{col 41}{space 1}   -1.04{col 50}{space 3}0.297{col 58}{space 4}-.2395773{col 71}{space 3} .0732489
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .5783354{col 30}{space 2} .0869658{col 41}{space 1}    6.65{col 50}{space 3}0.000{col 58}{space 4} .4077907{col 71}{space 3} .7488801
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6699806{col 30}{space 2} .0909699{col 41}{space 1}   -7.36{col 50}{space 3}0.000{col 58}{space 4}-.8483776{col 71}{space 3}-.4915835
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}  -.12699{col 30}{space 2} .0745364{col 41}{space 1}   -1.70{col 50}{space 3}0.089{col 58}{space 4}-.2731601{col 71}{space 3}   .01918
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.2725939{col 30}{space 2} .0973335{col 41}{space 1}   -2.80{col 50}{space 3}0.005{col 58}{space 4}-.4634703{col 71}{space 3}-.0817175
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.443294{col 30}{space 2} .2152216{col 41}{space 1}    6.71{col 50}{space 3}0.000{col 58}{space 4} 1.021232{col 71}{space 3} 1.865355
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. 
. eststo: xi: reg loggdp2010percapita_weighted iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}   717.01
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9043
                                                {txt}Root MSE          =    {res}  .2117

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}loggdp2010perc~d{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .9477464{col 30}{space 2} .1669604{col 41}{space 1}    5.68{col 50}{space 3}0.000{col 58}{space 4} .6203279{col 71}{space 3} 1.275165
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.449908{col 30}{space 2}  .201355{col 41}{space 1}   -7.20{col 50}{space 3}0.000{col 58}{space 4}-1.844776{col 71}{space 3} -1.05504
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1320341{col 30}{space 2} .0251049{col 41}{space 1}    5.26{col 50}{space 3}0.000{col 58}{space 4} .0828019{col 71}{space 3} .1812663
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} .0001098{col 30}{space 2} .0000189{col 41}{space 1}    5.82{col 50}{space 3}0.000{col 58}{space 4} .0000728{col 71}{space 3} .0001468
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2}-.0003282{col 30}{space 2} .0000639{col 41}{space 1}   -5.13{col 50}{space 3}0.000{col 58}{space 4}-.0004535{col 71}{space 3}-.0002028
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}  .065742{col 30}{space 2} .0202555{col 41}{space 1}    3.25{col 50}{space 3}0.001{col 58}{space 4} .0260198{col 71}{space 3} .1054642
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-6.13e-07{col 30}{space 2} 1.20e-07{col 41}{space 1}   -5.09{col 50}{space 3}0.000{col 58}{space 4}-8.50e-07{col 71}{space 3}-3.77e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2}  .022906{col 30}{space 2} .0029575{col 41}{space 1}    7.75{col 50}{space 3}0.000{col 58}{space 4} .0171062{col 71}{space 3} .0287059
{txt}{space 13}lon {c |}{col 18}{res}{space 2}  .027694{col 30}{space 2} .0108776{col 41}{space 1}    2.55{col 50}{space 3}0.011{col 58}{space 4} .0063625{col 71}{space 3} .0490254
{txt}{space 10}latlon {c |}{col 18}{res}{space 2} -.000882{col 30}{space 2} .0002242{col 41}{space 1}   -3.93{col 50}{space 3}0.000{col 58}{space 4}-.0013217{col 71}{space 3}-.0004422
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.5354182{col 30}{space 2} .0668871{col 41}{space 1}   -8.00{col 50}{space 3}0.000{col 58}{space 4}-.6665876{col 71}{space 3}-.4042489
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-1.655261{col 30}{space 2} .0977506{col 41}{space 1}  -16.93{col 50}{space 3}0.000{col 58}{space 4}-1.846955{col 71}{space 3}-1.463566
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}-1.788141{col 30}{space 2} .0931748{col 41}{space 1}  -19.19{col 50}{space 3}0.000{col 58}{space 4}-1.970862{col 71}{space 3} -1.60542
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2} .5469281{col 30}{space 2}  .075109{col 41}{space 1}    7.28{col 50}{space 3}0.000{col 58}{space 4} .3996351{col 71}{space 3}  .694221
{txt}_Ientity_id_1122 {c |}{col 18}{res}{space 2}-.1566151{col 30}{space 2} .0313058{col 41}{space 1}   -5.00{col 50}{space 3}0.000{col 58}{space 4}-.2180075{col 71}{space 3}-.0952227
{txt}_Ientity_id_1225 {c |}{col 18}{res}{space 2}-.0049481{col 30}{space 2} .0484601{col 41}{space 1}   -0.10{col 50}{space 3}0.919{col 58}{space 4} -.099981{col 71}{space 3} .0900848
{txt}_Ientity_id_1349 {c |}{col 18}{res}{space 2} .6534385{col 30}{space 2} .0833132{col 41}{space 1}    7.84{col 50}{space 3}0.000{col 58}{space 4} .4900567{col 71}{space 3} .8168203
{txt}_Ientity_id_1423 {c |}{col 18}{res}{space 2}-.2754106{col 30}{space 2}  .065158{col 41}{space 1}   -4.23{col 50}{space 3}0.000{col 58}{space 4}-.4031891{col 71}{space 3}-.1476321
{txt}_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.7392497{col 30}{space 2} .0849225{col 41}{space 1}   -8.70{col 50}{space 3}0.000{col 58}{space 4}-.9057874{col 71}{space 3}-.5727121
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2} -1.56058{col 30}{space 2} .1458817{col 41}{space 1}  -10.70{col 50}{space 3}0.000{col 58}{space 4}-1.846662{col 71}{space 3}-1.274497
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.222931{col 30}{space 2} .1006903{col 41}{space 1}  -12.15{col 50}{space 3}0.000{col 58}{space 4}-1.420391{col 71}{space 3}-1.025472
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2} .0495437{col 30}{space 2} .0644128{col 41}{space 1}    0.77{col 50}{space 3}0.442{col 58}{space 4}-.0767734{col 71}{space 3} .1758607
{txt}_Ientity_id_2344 {c |}{col 18}{res}{space 2}-.9169523{col 30}{space 2} .1119345{col 41}{space 1}   -8.19{col 50}{space 3}0.000{col 58}{space 4}-1.136462{col 71}{space 3}-.6974427
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.6143296{col 30}{space 2} .1521393{col 41}{space 1}   -4.04{col 50}{space 3}0.000{col 58}{space 4}-.9126832{col 71}{space 3} -.315976
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-1.032915{col 30}{space 2} .0757931{col 41}{space 1}  -13.63{col 50}{space 3}0.000{col 58}{space 4} -1.18155{col 71}{space 3}-.8842808
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2} -.885722{col 30}{space 2} .0760718{col 41}{space 1}  -11.64{col 50}{space 3}0.000{col 58}{space 4}-1.034903{col 71}{space 3}-.7365411
{txt}_Ientity_id_3088 {c |}{col 18}{res}{space 2}-.8847859{col 30}{space 2} .0763753{col 41}{space 1}  -11.58{col 50}{space 3}0.000{col 58}{space 4}-1.034562{col 71}{space 3}-.7350098
{txt}_Ientity_id_3852 {c |}{col 18}{res}{space 2}-.5108073{col 30}{space 2} .0445113{col 41}{space 1}  -11.48{col 50}{space 3}0.000{col 58}{space 4}-.5980964{col 71}{space 3}-.4235182
{txt}_Ientity_id_4029 {c |}{col 18}{res}{space 2}-.8692817{col 30}{space 2}  .097362{col 41}{space 1}   -8.93{col 50}{space 3}0.000{col 58}{space 4}-1.060214{col 71}{space 3}-.6783494
{txt}_Ientity_id_4117 {c |}{col 18}{res}{space 2} .2927563{col 30}{space 2} .0710586{col 41}{space 1}    4.12{col 50}{space 3}0.000{col 58}{space 4} .1534064{col 71}{space 3} .4321062
{txt}_Ientity_id_4131 {c |}{col 18}{res}{space 2} .5504545{col 30}{space 2} .1646262{col 41}{space 1}    3.34{col 50}{space 3}0.001{col 58}{space 4} .2276134{col 71}{space 3} .8732956
{txt}_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.6598202{col 30}{space 2} .0980805{col 41}{space 1}   -6.73{col 50}{space 3}0.000{col 58}{space 4}-.8521615{col 71}{space 3}-.4674789
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}-.6365839{col 30}{space 2} .1056085{col 41}{space 1}   -6.03{col 50}{space 3}0.000{col 58}{space 4} -.843688{col 71}{space 3}-.4294797
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2} .0504956{col 30}{space 2} .0590481{col 41}{space 1}    0.86{col 50}{space 3}0.393{col 58}{space 4} -.065301{col 71}{space 3} .1662922
{txt}_Ientity_id_5162 {c |}{col 18}{res}{space 2} -1.48331{col 30}{space 2}  .172392{col 41}{space 1}   -8.60{col 50}{space 3}0.000{col 58}{space 4} -1.82138{col 71}{space 3}-1.145239
{txt}_Ientity_id_5170 {c |}{col 18}{res}{space 2}-1.275905{col 30}{space 2} .0818071{col 41}{space 1}  -15.60{col 50}{space 3}0.000{col 58}{space 4}-1.436333{col 71}{space 3}-1.115477
{txt}_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2} .1160869{col 30}{space 2} .0770686{col 41}{space 1}    1.51{col 50}{space 3}0.132{col 58}{space 4}-.0350489{col 71}{space 3} .2672228
{txt}_Ientity_id_5671 {c |}{col 18}{res}{space 2} .1292851{col 30}{space 2} .0752133{col 41}{space 1}    1.72{col 50}{space 3}0.086{col 58}{space 4}-.0182123{col 71}{space 3} .2767826
{txt}_Ientity_id_5672 {c |}{col 18}{res}{space 2} .8976856{col 30}{space 2} .1583776{col 41}{space 1}    5.67{col 50}{space 3}0.000{col 58}{space 4} .5870983{col 71}{space 3} 1.208273
{txt}_Ientity_id_5689 {c |}{col 18}{res}{space 2} .2484875{col 30}{space 2} .0723737{col 41}{space 1}    3.43{col 50}{space 3}0.001{col 58}{space 4} .1065588{col 71}{space 3} .3904162
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.5104794{col 30}{space 2}  .220199{col 41}{space 1}   -2.32{col 50}{space 3}0.021{col 58}{space 4}-.9423019{col 71}{space 3} -.078657
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2} -1.84188{col 30}{space 2} .4303717{col 41}{space 1}   -4.28{col 50}{space 3}0.000{col 58}{space 4}-2.685863{col 71}{space 3}-.9978971
{txt}_Ientity_id_7747 {c |}{col 18}{res}{space 2}-.1032943{col 30}{space 2} .0758401{col 41}{space 1}   -1.36{col 50}{space 3}0.173{col 58}{space 4}-.2520209{col 71}{space 3} .0454323
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} .4887671{col 30}{space 2} .0833137{col 41}{space 1}    5.87{col 50}{space 3}0.000{col 58}{space 4} .3253844{col 71}{space 3} .6521498
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.6813288{col 30}{space 2} .0902044{col 41}{space 1}   -7.55{col 50}{space 3}0.000{col 58}{space 4}-.8582245{col 71}{space 3} -.504433
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.1591734{col 30}{space 2} .0815886{col 41}{space 1}   -1.95{col 50}{space 3}0.051{col 58}{space 4} -.319173{col 71}{space 3} .0008263
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} -.289106{col 30}{space 2} .0943284{col 41}{space 1}   -3.06{col 50}{space 3}0.002{col 58}{space 4}-.4740892{col 71}{space 3}-.1041227
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 1.499243{col 30}{space 2} .2139255{col 41}{space 1}    7.01{col 50}{space 3}0.000{col 58}{space 4} 1.079723{col 71}{space 3} 1.918763
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. esttab using "$resultspath/robust3.tex", booktabs label replace ///
> compress nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> mtitles("\shortstack{c -(}GDPPC\\Max Area{c )-}" "\shortstack{c -(}GDPPC\\Max Area{c )-}" "\shortstack{c -(}GDPPC\\Average{c )-}" "\shortstack{c -(}GDPPC\\Weighted{c )-}") ///
> indicate("Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = lat" "Longitude = lon" "Lat*Lon = latlon" "Country FE in Yr2000 = _I*", label($\checkmark$ ))       ///
> drop(_cons) nonotes
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/robust3.tex"'})

{com}. 
. eststo clear
{txt}
{com}. 
. 
. 
. 
. 
. *******************************************************************************
. * Figure S1
. *******************************************************************************
. 
. local years1 1900 1800 1700 1600 1500 1400 1300 1200 1100 1000 900 800 700 600 500 400 300 200 100
{txt}
{com}. foreach i of local years1 {c -(}
{txt}  2{com}. 
. xi: reg loggdp2010percapita_maxarea msd`i'b c.msd`i'b##c.msd`i'b ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}  3{com}. 
. margins, at(msd`i'b==(0(0.1)1)) 
{txt}  4{com}. marginsplot, title("`i'-2000", size(small)) ///
> ytitle("")  ///
> xtitle("")  ///
> scheme(s1mono)
{txt}  5{com}. 
. graph save "$resultspath/QEmsd`i'b.gph", replace
{txt}  6{com}. *graph export "../TablesFigures/QEmsd`i'b.png", as(png) replace
. 
. {c )-}
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1900b omitted because of collinearity{p_end}
{p 0 6 2}note: c.msd1900b#c.msd1900b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(46, 2176)       =  {res}  4311.06
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9002
                                                {txt}Root MSE          =    {res} .22061

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1900b {c |}{col 23}{res}{space 2}-.2100004{col 35}{space 2}  .061686{col 46}{space 1}   -3.40{col 55}{space 3}0.001{col 63}{space 4}-.3309701{col 76}{space 3}-.0890307
{txt}{space 13}msd1900b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1900b#c.msd1900b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1224067{col 35}{space 2} .0250443{col 46}{space 1}    4.89{col 55}{space 3}0.000{col 63}{space 4} .0732934{col 76}{space 3} .1715199
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000893{col 35}{space 2}   .00002{col 46}{space 1}    4.46{col 55}{space 3}0.000{col 63}{space 4}   .00005{col 76}{space 3} .0001285
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003456{col 35}{space 2} .0000657{col 46}{space 1}   -5.26{col 55}{space 3}0.000{col 63}{space 4}-.0004745{col 76}{space 3}-.0002167
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0486555{col 35}{space 2} .0208603{col 46}{space 1}    2.33{col 55}{space 3}0.020{col 63}{space 4} .0077473{col 76}{space 3} .0895637
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-5.12e-07{col 35}{space 2} 1.23e-07{col 46}{space 1}   -4.17{col 55}{space 3}0.000{col 63}{space 4}-7.54e-07{col 76}{space 3}-2.71e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0206749{col 35}{space 2}  .003118{col 46}{space 1}    6.63{col 55}{space 3}0.000{col 63}{space 4} .0145604{col 76}{space 3} .0267895
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0202892{col 35}{space 2} .0113844{col 46}{space 1}    1.78{col 55}{space 3}0.075{col 63}{space 4}-.0020361{col 76}{space 3} .0426146
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006795{col 35}{space 2} .0002343{col 46}{space 1}   -2.90{col 55}{space 3}0.004{col 63}{space 4} -.001139{col 76}{space 3}  -.00022
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.3114825{col 35}{space 2} .0834219{col 46}{space 1}   -3.73{col 55}{space 3}0.000{col 63}{space 4}-.4750775{col 76}{space 3}-.1478875
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.418723{col 35}{space 2} .0630665{col 46}{space 1}  -22.50{col 55}{space 3}0.000{col 63}{space 4}  -1.5424{col 76}{space 3}-1.295046
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.715975{col 35}{space 2} .1144934{col 46}{space 1}  -14.99{col 55}{space 3}0.000{col 63}{space 4}-1.940503{col 76}{space 3}-1.491447
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .8009511{col 35}{space 2} .0969611{col 46}{space 1}    8.26{col 55}{space 3}0.000{col 63}{space 4}  .610805{col 76}{space 3} .9910972
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}  .223897{col 35}{space 2} .0935739{col 46}{space 1}    2.39{col 55}{space 3}0.017{col 63}{space 4} .0403934{col 76}{space 3} .4074006
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .3421888{col 35}{space 2} .0800605{col 46}{space 1}    4.27{col 55}{space 3}0.000{col 63}{space 4} .1851857{col 76}{space 3} .4991919
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} 1.003677{col 35}{space 2} .1034514{col 46}{space 1}    9.70{col 55}{space 3}0.000{col 63}{space 4}  .800803{col 76}{space 3} 1.206551
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0873118{col 35}{space 2} .0878572{col 46}{space 1}    0.99{col 55}{space 3}0.320{col 63}{space 4} -.084981{col 76}{space 3} .2596046
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.5140771{col 35}{space 2} .0874866{col 46}{space 1}   -5.88{col 55}{space 3}0.000{col 63}{space 4}-.6856431{col 76}{space 3}-.3425112
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.362842{col 35}{space 2} .1598665{col 46}{space 1}   -8.52{col 55}{space 3}0.000{col 63}{space 4}-1.676349{col 76}{space 3}-1.049335
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3176741{col 35}{space 2} .0992552{col 46}{space 1}    3.20{col 55}{space 3}0.001{col 63}{space 4} .1230292{col 76}{space 3} .5123191
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.037064{col 35}{space 2} .1036128{col 46}{space 1}  -10.01{col 55}{space 3}0.000{col 63}{space 4}-1.240254{col 76}{space 3}-.8338735
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .3420882{col 35}{space 2} .0833734{col 46}{space 1}    4.10{col 55}{space 3}0.000{col 63}{space 4} .1785883{col 76}{space 3}  .505588
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7399621{col 35}{space 2} .1392454{col 46}{space 1}   -5.31{col 55}{space 3}0.000{col 63}{space 4} -1.01303{col 76}{space 3}-.4668943
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4749659{col 35}{space 2} .1620977{col 46}{space 1}   -2.93{col 55}{space 3}0.003{col 63}{space 4}-.7928483{col 76}{space 3}-.1570834
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8487284{col 35}{space 2}   .07838{col 46}{space 1}  -10.83{col 55}{space 3}0.000{col 63}{space 4}-1.002436{col 76}{space 3}-.6950209
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.7349893{col 35}{space 2} .0964001{col 46}{space 1}   -7.62{col 55}{space 3}0.000{col 63}{space 4}-.9240352{col 76}{space 3}-.5459434
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.6330834{col 35}{space 2} .0818078{col 46}{space 1}   -7.74{col 55}{space 3}0.000{col 63}{space 4} -.793513{col 76}{space 3}-.4726539
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1466014{col 35}{space 2} .1098327{col 46}{space 1}   -1.33{col 55}{space 3}0.182{col 63}{space 4}-.3619893{col 76}{space 3} .0687865
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7763672{col 35}{space 2} .1251832{col 46}{space 1}   -6.20{col 55}{space 3}0.000{col 63}{space 4}-1.021858{col 76}{space 3}-.5308761
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5956462{col 35}{space 2} .0924153{col 46}{space 1}    6.45{col 55}{space 3}0.000{col 63}{space 4} .4144147{col 76}{space 3} .7768776
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7419974{col 35}{space 2} .1228989{col 46}{space 1}    6.04{col 55}{space 3}0.000{col 63}{space 4}  .500986{col 76}{space 3} .9830088
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5686148{col 35}{space 2} .1230207{col 46}{space 1}   -4.62{col 55}{space 3}0.000{col 63}{space 4}-.8098652{col 76}{space 3}-.3273644
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5815642{col 35}{space 2} .1349243{col 46}{space 1}   -4.31{col 55}{space 3}0.000{col 63}{space 4}-.8461581{col 76}{space 3}-.3169704
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3668519{col 35}{space 2} .0624473{col 46}{space 1}    5.87{col 55}{space 3}0.000{col 63}{space 4} .2443894{col 76}{space 3} .4893145
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.321511{col 35}{space 2} .1700024{col 46}{space 1}   -7.77{col 55}{space 3}0.000{col 63}{space 4}-1.654895{col 76}{space 3}-.9881272
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.094594{col 35}{space 2} .0669156{col 46}{space 1}  -16.36{col 55}{space 3}0.000{col 63}{space 4}-1.225819{col 76}{space 3}-.9633691
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4664753{col 35}{space 2} .0986324{col 46}{space 1}    4.73{col 55}{space 3}0.000{col 63}{space 4} .2730517{col 76}{space 3} .6598989
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .4001022{col 35}{space 2} .1098743{col 46}{space 1}    3.64{col 55}{space 3}0.000{col 63}{space 4} .1846327{col 76}{space 3} .6155717
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.520703{col 35}{space 2} .0780825{col 46}{space 1}   19.48{col 55}{space 3}0.000{col 63}{space 4} 1.367579{col 76}{space 3} 1.673827
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5988498{col 35}{space 2} .0884381{col 46}{space 1}    6.77{col 55}{space 3}0.000{col 63}{space 4}  .425418{col 76}{space 3} .7722817
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2268227{col 35}{space 2} .2324602{col 46}{space 1}   -0.98{col 55}{space 3}0.329{col 63}{space 4}-.6826899{col 76}{space 3} .2290445
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.567523{col 35}{space 2} .4273595{col 46}{space 1}   -3.67{col 55}{space 3}0.000{col 63}{space 4}-2.405598{col 76}{space 3}-.7294472
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .1576548{col 35}{space 2} .1016059{col 46}{space 1}    1.55{col 55}{space 3}0.121{col 63}{space 4}   -.0416{col 76}{space 3} .3569096
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .8116574{col 35}{space 2} .1050999{col 46}{space 1}    7.72{col 55}{space 3}0.000{col 63}{space 4} .6055508{col 76}{space 3} 1.017764
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4535443{col 35}{space 2} .0984861{col 46}{space 1}   -4.61{col 55}{space 3}0.000{col 63}{space 4}-.6466809{col 76}{space 3}-.2604077
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1446548{col 35}{space 2} .0869865{col 46}{space 1}   -1.66{col 55}{space 3}0.096{col 63}{space 4}  -.31524{col 76}{space 3} .0259305
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.689307{col 35}{space 2} .2735373{col 46}{space 1}    6.18{col 55}{space 3}0.000{col 63}{space 4} 1.152885{col 76}{space 3} 2.225728
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1900b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}2  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}3  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}4  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}5  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}6  {c |}{col 14}{res}{space 2} 2.825538{col 26}{space 2} .0223639{col 37}{space 1}  126.34{col 46}{space 3}0.000{col 54}{space 4} 2.781682{col 67}{space 3} 2.869395
{txt}{space 10}7  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}8  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 10}9  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 9}10  {c |}{col 14}{res}{space 2}        .{col 26}{txt}  (not estimable)
{space 9}11  {c |}{col 14}{res}{space 2} 2.720538{col 26}{space 2} .0100996{col 37}{space 1}  269.37{col 46}{space 3}0.000{col 54}{space 4} 2.700732{col 67}{space 3} 2.740344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1900b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1900b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1900b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1800b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4854.21
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8995
                                                {txt}Root MSE          =    {res} .22141

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1800b {c |}{col 23}{res}{space 2}  .159592{col 35}{space 2} .5304062{col 46}{space 1}    0.30{col 55}{space 3}0.764{col 63}{space 4}-.8805638{col 76}{space 3} 1.199748
{txt}{space 13}msd1800b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1800b#c.msd1800b {c |}{col 23}{res}{space 2} -.066468{col 35}{space 2} .3640485{col 46}{space 1}   -0.18{col 55}{space 3}0.855{col 63}{space 4}-.7803873{col 76}{space 3} .6474512
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1153791{col 35}{space 2} .0251862{col 46}{space 1}    4.58{col 55}{space 3}0.000{col 63}{space 4} .0659876{col 76}{space 3} .1647706
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000969{col 35}{space 2} .0000203{col 46}{space 1}    4.78{col 55}{space 3}0.000{col 63}{space 4} .0000571{col 76}{space 3} .0001366
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003351{col 35}{space 2} .0000667{col 46}{space 1}   -5.03{col 55}{space 3}0.000{col 63}{space 4}-.0004658{col 76}{space 3}-.0002044
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0503605{col 35}{space 2} .0207753{col 46}{space 1}    2.42{col 55}{space 3}0.015{col 63}{space 4}  .009619{col 76}{space 3}  .091102
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-5.15e-07{col 35}{space 2} 1.25e-07{col 46}{space 1}   -4.12{col 55}{space 3}0.000{col 63}{space 4}-7.60e-07{col 76}{space 3}-2.69e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0220269{col 35}{space 2} .0031261{col 46}{space 1}    7.05{col 55}{space 3}0.000{col 63}{space 4} .0158965{col 76}{space 3} .0281573
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0188591{col 35}{space 2} .0115234{col 46}{space 1}    1.64{col 55}{space 3}0.102{col 63}{space 4} -.003739{col 76}{space 3} .0414573
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006464{col 35}{space 2} .0002366{col 46}{space 1}   -2.73{col 55}{space 3}0.006{col 63}{space 4}-.0011103{col 76}{space 3}-.0001825
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2804297{col 35}{space 2} .0792882{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-.4359183{col 76}{space 3}-.1249411
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.463125{col 35}{space 2}  .062343{col 46}{space 1}  -23.47{col 55}{space 3}0.000{col 63}{space 4}-1.585384{col 76}{space 3}-1.340867
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.673123{col 35}{space 2} .1122095{col 46}{space 1}  -14.91{col 55}{space 3}0.000{col 63}{space 4}-1.893172{col 76}{space 3}-1.453074
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7016403{col 35}{space 2} .1044035{col 46}{space 1}    6.72{col 55}{space 3}0.000{col 63}{space 4} .4968993{col 76}{space 3} .9063814
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}  .134801{col 35}{space 2}  .098872{col 46}{space 1}    1.36{col 55}{space 3}0.173{col 63}{space 4}-.0590925{col 76}{space 3} .3286945
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2517574{col 35}{space 2} .0866079{col 46}{space 1}    2.91{col 55}{space 3}0.004{col 63}{space 4} .0819146{col 76}{space 3} .4216003
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9181013{col 35}{space 2} .1053196{col 46}{space 1}    8.72{col 55}{space 3}0.000{col 63}{space 4} .7115638{col 76}{space 3} 1.124639
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}-.0139534{col 35}{space 2}  .094825{col 46}{space 1}   -0.15{col 55}{space 3}0.883{col 63}{space 4}-.1999104{col 76}{space 3} .1720036
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4704295{col 35}{space 2} .0828976{col 46}{space 1}   -5.67{col 55}{space 3}0.000{col 63}{space 4}-.6329962{col 76}{space 3}-.3078628
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.370319{col 35}{space 2} .1610296{col 46}{space 1}   -8.51{col 55}{space 3}0.000{col 63}{space 4}-1.686107{col 76}{space 3}-1.054531
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2394596{col 35}{space 2} .1035399{col 46}{space 1}    2.31{col 55}{space 3}0.021{col 63}{space 4} .0364121{col 76}{space 3} .4425071
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.002708{col 35}{space 2} .1011422{col 46}{space 1}   -9.91{col 55}{space 3}0.000{col 63}{space 4}-1.201054{col 76}{space 3}-.8043625
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}  .262797{col 35}{space 2} .0853397{col 46}{space 1}    3.08{col 55}{space 3}0.002{col 63}{space 4} .0954412{col 76}{space 3} .4301529
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7971959{col 35}{space 2} .1366297{col 46}{space 1}   -5.83{col 55}{space 3}0.000{col 63}{space 4}-1.065134{col 76}{space 3}-.5292575
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4536659{col 35}{space 2} .1604836{col 46}{space 1}   -2.83{col 55}{space 3}0.005{col 63}{space 4} -.768383{col 76}{space 3}-.1389488
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8085814{col 35}{space 2} .0732536{col 46}{space 1}  -11.04{col 55}{space 3}0.000{col 63}{space 4}-.9522358{col 76}{space 3} -.664927
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6924766{col 35}{space 2} .0997998{col 46}{space 1}   -6.94{col 55}{space 3}0.000{col 63}{space 4}-.8881896{col 76}{space 3}-.4967637
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5733626{col 35}{space 2}  .087511{col 46}{space 1}   -6.55{col 55}{space 3}0.000{col 63}{space 4}-.7449764{col 76}{space 3}-.4017487
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.2331473{col 35}{space 2} .1146432{col 46}{space 1}   -2.03{col 55}{space 3}0.042{col 63}{space 4}-.4579689{col 76}{space 3}-.0083256
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7599493{col 35}{space 2} .1227129{col 46}{space 1}   -6.19{col 55}{space 3}0.000{col 63}{space 4}-1.000596{col 76}{space 3}-.5193026
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5253636{col 35}{space 2} .0937159{col 46}{space 1}    5.61{col 55}{space 3}0.000{col 63}{space 4} .3415816{col 76}{space 3} .7091456
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .8247203{col 35}{space 2} .1334069{col 46}{space 1}    6.18{col 55}{space 3}0.000{col 63}{space 4} .5631019{col 76}{space 3} 1.086339
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2} -.544305{col 35}{space 2} .1205104{col 46}{space 1}   -4.52{col 55}{space 3}0.000{col 63}{space 4}-.7806326{col 76}{space 3}-.3079774
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5682136{col 35}{space 2} .1326729{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4}-.8283925{col 76}{space 3}-.3080347
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3116279{col 35}{space 2} .0634473{col 46}{space 1}    4.91{col 55}{space 3}0.000{col 63}{space 4} .1872042{col 76}{space 3} .4360515
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.268022{col 35}{space 2} .1739187{col 46}{space 1}   -7.29{col 55}{space 3}0.000{col 63}{space 4}-1.609086{col 76}{space 3} -.926958
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.116292{col 35}{space 2} .0674513{col 46}{space 1}  -16.55{col 55}{space 3}0.000{col 63}{space 4}-1.248568{col 76}{space 3} -.984016
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .3914162{col 35}{space 2} .1004304{col 46}{space 1}    3.90{col 55}{space 3}0.000{col 63}{space 4} .1944667{col 76}{space 3} .5883657
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3297323{col 35}{space 2}  .111202{col 46}{space 1}    2.97{col 55}{space 3}0.003{col 63}{space 4} .1116589{col 76}{space 3} .5478056
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.449383{col 35}{space 2} .0799347{col 46}{space 1}   18.13{col 55}{space 3}0.000{col 63}{space 4} 1.292627{col 76}{space 3}  1.60614
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .4960116{col 35}{space 2}  .094424{col 46}{space 1}    5.25{col 55}{space 3}0.000{col 63}{space 4} .3108409{col 76}{space 3} .6811824
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3067716{col 35}{space 2} .2349642{col 46}{space 1}   -1.31{col 55}{space 3}0.192{col 63}{space 4}-.7675494{col 76}{space 3} .1540061
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.523842{col 35}{space 2} .4282816{col 46}{space 1}   -3.56{col 55}{space 3}0.000{col 63}{space 4}-2.363726{col 76}{space 3}-.6839583
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .1938346{col 35}{space 2} .0981582{col 46}{space 1}    1.97{col 55}{space 3}0.048{col 63}{space 4} .0013409{col 76}{space 3} .3863283
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .6971772{col 35}{space 2} .1130173{col 46}{space 1}    6.17{col 55}{space 3}0.000{col 63}{space 4}  .475544{col 76}{space 3} .9188105
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4212008{col 35}{space 2} .0952505{col 46}{space 1}   -4.42{col 55}{space 3}0.000{col 63}{space 4}-.6079923{col 76}{space 3}-.2344093
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1071206{col 35}{space 2} .0826853{col 46}{space 1}   -1.30{col 55}{space 3}0.195{col 63}{space 4} -.269271{col 76}{space 3} .0550298
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2}  1.40687{col 35}{space 2} .3083421{col 46}{space 1}    4.56{col 55}{space 3}0.000{col 63}{space 4} .8021937{col 76}{space 3} 2.011545
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1800b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  2.67785{col 26}{space 2}  .170113{col 37}{space 1}   15.74{col 46}{space 3}0.000{col 54}{space 4} 2.344249{col 67}{space 3} 3.011451
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.693145{col 26}{space 2} .1212537{col 37}{space 1}   22.21{col 46}{space 3}0.000{col 54}{space 4}  2.45536{col 67}{space 3}  2.93093
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  2.70711{col 26}{space 2} .0798744{col 37}{space 1}   33.89{col 46}{space 3}0.000{col 54}{space 4} 2.550472{col 67}{space 3} 2.863748
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.719746{col 26}{space 2} .0463075{col 37}{space 1}   58.73{col 46}{space 3}0.000{col 54}{space 4} 2.628934{col 67}{space 3} 2.810557
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.731052{col 26}{space 2} .0220799{col 37}{space 1}  123.69{col 46}{space 3}0.000{col 54}{space 4} 2.687752{col 67}{space 3} 2.774352
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.741029{col 26}{space 2}    .0148{col 37}{space 1}  185.20{col 46}{space 3}0.000{col 54}{space 4} 2.712006{col 67}{space 3} 2.770053
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.749677{col 26}{space 2} .0216043{col 37}{space 1}  127.27{col 46}{space 3}0.000{col 54}{space 4}  2.70731{col 67}{space 3} 2.792044
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.756995{col 26}{space 2} .0260099{col 37}{space 1}  106.00{col 46}{space 3}0.000{col 54}{space 4} 2.705989{col 67}{space 3} 2.808002
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.762984{col 26}{space 2} .0247446{col 37}{space 1}  111.66{col 46}{space 3}0.000{col 54}{space 4} 2.714459{col 67}{space 3}  2.81151
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.767644{col 26}{space 2}  .018871{col 37}{space 1}  146.66{col 46}{space 3}0.000{col 54}{space 4} 2.730637{col 67}{space 3} 2.804651
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.770974{col 26}{space 2}  .017552{col 37}{space 1}  157.87{col 46}{space 3}0.000{col 54}{space 4} 2.736554{col 67}{space 3} 2.805395
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1800b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1800b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1800b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1700b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  6109.77
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8996
                                                {txt}Root MSE          =    {res} .22129

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1700b {c |}{col 23}{res}{space 2}-.3217793{col 35}{space 2} .2984647{col 46}{space 1}   -1.08{col 55}{space 3}0.281{col 63}{space 4}-.9070851{col 76}{space 3} .2635264
{txt}{space 13}msd1700b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1700b#c.msd1700b {c |}{col 23}{res}{space 2}  .272606{col 35}{space 2} .2100678{col 46}{space 1}    1.30{col 55}{space 3}0.195{col 63}{space 4}-.1393486{col 76}{space 3} .6845605
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1052401{col 35}{space 2} .0257009{col 46}{space 1}    4.09{col 55}{space 3}0.000{col 63}{space 4} .0548392{col 76}{space 3} .1556409
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000967{col 35}{space 2} .0000203{col 46}{space 1}    4.77{col 55}{space 3}0.000{col 63}{space 4}  .000057{col 76}{space 3} .0001365
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003338{col 35}{space 2} .0000666{col 46}{space 1}   -5.01{col 55}{space 3}0.000{col 63}{space 4}-.0004645{col 76}{space 3}-.0002031
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0527211{col 35}{space 2} .0207458{col 46}{space 1}    2.54{col 55}{space 3}0.011{col 63}{space 4} .0120374{col 76}{space 3} .0934048
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.77e-07{col 35}{space 2} 1.26e-07{col 46}{space 1}   -3.78{col 55}{space 3}0.000{col 63}{space 4}-7.24e-07{col 76}{space 3}-2.29e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0233916{col 35}{space 2} .0032905{col 46}{space 1}    7.11{col 55}{space 3}0.000{col 63}{space 4} .0169388{col 76}{space 3} .0298444
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0218987{col 35}{space 2} .0120325{col 46}{space 1}    1.82{col 55}{space 3}0.069{col 63}{space 4}-.0016977{col 76}{space 3} .0454951
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0007021{col 35}{space 2} .0002453{col 46}{space 1}   -2.86{col 55}{space 3}0.004{col 63}{space 4} -.001183{col 76}{space 3}-.0002211
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2761999{col 35}{space 2} .0794249{col 46}{space 1}   -3.48{col 55}{space 3}0.001{col 63}{space 4}-.4319566{col 76}{space 3}-.1204433
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.458536{col 35}{space 2} .0623228{col 46}{space 1}  -23.40{col 55}{space 3}0.000{col 63}{space 4}-1.580755{col 76}{space 3}-1.336318
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.669787{col 35}{space 2} .1121696{col 46}{space 1}  -14.89{col 55}{space 3}0.000{col 63}{space 4}-1.889757{col 76}{space 3}-1.449816
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6919303{col 35}{space 2} .0982835{col 46}{space 1}    7.04{col 55}{space 3}0.000{col 63}{space 4} .4991908{col 76}{space 3} .8846698
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1469776{col 35}{space 2} .0953463{col 46}{space 1}    1.54{col 55}{space 3}0.123{col 63}{space 4}-.0400018{col 76}{space 3} .3339571
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2561508{col 35}{space 2} .0818191{col 46}{space 1}    3.13{col 55}{space 3}0.002{col 63}{space 4} .0956991{col 76}{space 3} .4166025
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9142966{col 35}{space 2} .1047358{col 46}{space 1}    8.73{col 55}{space 3}0.000{col 63}{space 4} .7089039{col 76}{space 3} 1.119689
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} -.008309{col 35}{space 2}  .089571{col 46}{space 1}   -0.09{col 55}{space 3}0.926{col 63}{space 4}-.1839627{col 76}{space 3} .1673448
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4690223{col 35}{space 2} .0841209{col 46}{space 1}   -5.58{col 55}{space 3}0.000{col 63}{space 4} -.633988{col 76}{space 3}-.3040567
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.370337{col 35}{space 2} .1606043{col 46}{space 1}   -8.53{col 55}{space 3}0.000{col 63}{space 4}-1.685291{col 76}{space 3}-1.055383
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2567749{col 35}{space 2} .1004156{col 46}{space 1}    2.56{col 55}{space 3}0.011{col 63}{space 4} .0598544{col 76}{space 3} .4536955
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.015826{col 35}{space 2} .1021652{col 46}{space 1}   -9.94{col 55}{space 3}0.000{col 63}{space 4}-1.216178{col 76}{space 3}-.8154744
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}  .262316{col 35}{space 2}   .08459{col 46}{space 1}    3.10{col 55}{space 3}0.002{col 63}{space 4} .0964303{col 76}{space 3} .4282017
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.8167362{col 35}{space 2}   .13178{col 46}{space 1}   -6.20{col 55}{space 3}0.000{col 63}{space 4}-1.075164{col 76}{space 3}-.5583082
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4706611{col 35}{space 2} .1611668{col 46}{space 1}   -2.92{col 55}{space 3}0.004{col 63}{space 4}-.7867182{col 76}{space 3} -.154604
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8000878{col 35}{space 2} .0736878{col 46}{space 1}  -10.86{col 55}{space 3}0.000{col 63}{space 4}-.9445937{col 76}{space 3}-.6555819
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.7195556{col 35}{space 2} .0937241{col 46}{space 1}   -7.68{col 55}{space 3}0.000{col 63}{space 4}-.9033538{col 76}{space 3}-.5357574
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5987232{col 35}{space 2} .0799705{col 46}{space 1}   -7.49{col 55}{space 3}0.000{col 63}{space 4}-.7555498{col 76}{space 3}-.4418967
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.2173916{col 35}{space 2} .1120558{col 46}{space 1}   -1.94{col 55}{space 3}0.053{col 63}{space 4}-.4371392{col 76}{space 3}  .002356
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7774125{col 35}{space 2} .1232575{col 46}{space 1}   -6.31{col 55}{space 3}0.000{col 63}{space 4}-1.019127{col 76}{space 3}-.5356976
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5320461{col 35}{space 2} .0942575{col 46}{space 1}    5.64{col 55}{space 3}0.000{col 63}{space 4} .3472018{col 76}{space 3} .7168903
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7481647{col 35}{space 2} .1303032{col 46}{space 1}    5.74{col 55}{space 3}0.000{col 63}{space 4} .4926329{col 76}{space 3} 1.003696
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5646651{col 35}{space 2} .1215485{col 46}{space 1}   -4.65{col 55}{space 3}0.000{col 63}{space 4}-.8030284{col 76}{space 3}-.3263018
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5841685{col 35}{space 2} .1331918{col 46}{space 1}   -4.39{col 55}{space 3}0.000{col 63}{space 4}-.8453651{col 76}{space 3} -.322972
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3140726{col 35}{space 2} .0654321{col 46}{space 1}    4.80{col 55}{space 3}0.000{col 63}{space 4} .1857567{col 76}{space 3} .4423886
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.296359{col 35}{space 2} .1698121{col 46}{space 1}   -7.63{col 55}{space 3}0.000{col 63}{space 4} -1.62937{col 76}{space 3}-.9633476
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.114604{col 35}{space 2} .0669031{col 46}{space 1}  -16.66{col 55}{space 3}0.000{col 63}{space 4}-1.245804{col 76}{space 3}-.9834032
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .3985199{col 35}{space 2} .1010343{col 46}{space 1}    3.94{col 55}{space 3}0.000{col 63}{space 4}  .200386{col 76}{space 3} .5966538
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3238222{col 35}{space 2} .1121501{col 46}{space 1}    2.89{col 55}{space 3}0.004{col 63}{space 4} .1038897{col 76}{space 3} .5437547
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.441873{col 35}{space 2} .0823338{col 46}{space 1}   17.51{col 55}{space 3}0.000{col 63}{space 4} 1.280412{col 76}{space 3} 1.603334
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .4883016{col 35}{space 2} .0894243{col 46}{space 1}    5.46{col 55}{space 3}0.000{col 63}{space 4} .3129356{col 76}{space 3} .6636675
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3224127{col 35}{space 2} .2353138{col 46}{space 1}   -1.37{col 55}{space 3}0.171{col 63}{space 4}-.7838761{col 76}{space 3} .1390508
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.517633{col 35}{space 2} .4286346{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-2.358209{col 76}{space 3}-.6770571
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .1981537{col 35}{space 2} .0990958{col 46}{space 1}    2.00{col 55}{space 3}0.046{col 63}{space 4} .0038215{col 76}{space 3}  .392486
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .6833721{col 35}{space 2} .1059915{col 46}{space 1}    6.45{col 55}{space 3}0.000{col 63}{space 4} .4755169{col 76}{space 3} .8912274
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4163115{col 35}{space 2} .0953463{col 46}{space 1}   -4.37{col 55}{space 3}0.000{col 63}{space 4}-.6032908{col 76}{space 3}-.2293321
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0993713{col 35}{space 2} .0830303{col 46}{space 1}   -1.20{col 55}{space 3}0.232{col 63}{space 4}-.2621984{col 76}{space 3} .0634557
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.473973{col 35}{space 2} .2804801{col 46}{space 1}    5.26{col 55}{space 3}0.000{col 63}{space 4} .9239362{col 76}{space 3}  2.02401
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1700b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  2.82406{col 26}{space 2}  .089997{col 37}{space 1}   31.38{col 46}{space 3}0.000{col 54}{space 4}  2.64757{col 67}{space 3} 3.000549
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.794608{col 26}{space 2} .0627611{col 37}{space 1}   44.53{col 46}{space 3}0.000{col 54}{space 4}  2.67153{col 67}{space 3} 2.917686
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.770608{col 26}{space 2} .0399703{col 37}{space 1}   69.32{col 46}{space 3}0.000{col 54}{space 4} 2.692224{col 67}{space 3} 2.848992
{txt}{space 10}4  {c |}{col 14}{res}{space 2}  2.75206{col 26}{space 2} .0221123{col 37}{space 1}  124.46{col 46}{space 3}0.000{col 54}{space 4} 2.708697{col 67}{space 3} 2.795424
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.738965{col 26}{space 2} .0115032{col 37}{space 1}  238.10{col 46}{space 3}0.000{col 54}{space 4} 2.716406{col 67}{space 3} 2.761523
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.731321{col 26}{space 2} .0123706{col 37}{space 1}  220.79{col 46}{space 3}0.000{col 54}{space 4} 2.707062{col 67}{space 3} 2.755581
{txt}{space 10}7  {c |}{col 14}{res}{space 2}  2.72913{col 26}{space 2} .0168013{col 37}{space 1}  162.44{col 46}{space 3}0.000{col 54}{space 4} 2.696182{col 67}{space 3} 2.762078
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.732391{col 26}{space 2} .0188996{col 37}{space 1}  144.57{col 46}{space 3}0.000{col 54}{space 4} 2.695328{col 67}{space 3} 2.769454
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.741104{col 26}{space 2} .0179103{col 37}{space 1}  153.05{col 46}{space 3}0.000{col 54}{space 4} 2.705981{col 67}{space 3} 2.776227
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.755269{col 26}{space 2} .0148987{col 37}{space 1}  184.93{col 46}{space 3}0.000{col 54}{space 4} 2.726052{col 67}{space 3} 2.784486
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.774886{col 26}{space 2} .0146835{col 37}{space 1}  188.98{col 46}{space 3}0.000{col 54}{space 4} 2.746091{col 67}{space 3} 2.803681
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1700b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1700b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1700b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1600b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  6031.68
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9004
                                                {txt}Root MSE          =    {res} .22045

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1600b {c |}{col 23}{res}{space 2} .4405911{col 35}{space 2} .2136879{col 46}{space 1}    2.06{col 55}{space 3}0.039{col 63}{space 4} .0215372{col 76}{space 3}  .859645
{txt}{space 13}msd1600b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1600b#c.msd1600b {c |}{col 23}{res}{space 2}-.2144955{col 35}{space 2} .1504683{col 46}{space 1}   -1.43{col 55}{space 3}0.154{col 63}{space 4}-.5095722{col 76}{space 3} .0805813
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1053113{col 35}{space 2} .0249599{col 46}{space 1}    4.22{col 55}{space 3}0.000{col 63}{space 4} .0563635{col 76}{space 3}  .154259
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000919{col 35}{space 2} .0000199{col 46}{space 1}    4.62{col 55}{space 3}0.000{col 63}{space 4} .0000529{col 76}{space 3} .0001309
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003575{col 35}{space 2} .0000665{col 46}{space 1}   -5.38{col 55}{space 3}0.000{col 63}{space 4}-.0004878{col 76}{space 3}-.0002271
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0554243{col 35}{space 2} .0205185{col 46}{space 1}    2.70{col 55}{space 3}0.007{col 63}{space 4} .0151865{col 76}{space 3} .0956621
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-5.01e-07{col 35}{space 2} 1.24e-07{col 46}{space 1}   -4.04{col 55}{space 3}0.000{col 63}{space 4}-7.45e-07{col 76}{space 3}-2.58e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0251454{col 35}{space 2} .0032369{col 46}{space 1}    7.77{col 55}{space 3}0.000{col 63}{space 4} .0187977{col 76}{space 3} .0314931
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0297789{col 35}{space 2} .0119267{col 46}{space 1}    2.50{col 55}{space 3}0.013{col 63}{space 4}   .00639{col 76}{space 3} .0531678
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0008634{col 35}{space 2}  .000243{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4}-.0013399{col 76}{space 3}-.0003868
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2671753{col 35}{space 2} .0801074{col 46}{space 1}   -3.34{col 55}{space 3}0.001{col 63}{space 4}-.4242704{col 76}{space 3}-.1100802
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.468048{col 35}{space 2} .0627863{col 46}{space 1}  -23.38{col 55}{space 3}0.000{col 63}{space 4}-1.591175{col 76}{space 3}-1.344921
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.67545{col 35}{space 2} .1121266{col 46}{space 1}  -14.94{col 55}{space 3}0.000{col 63}{space 4}-1.895336{col 76}{space 3}-1.455563
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6825085{col 35}{space 2} .0978694{col 46}{space 1}    6.97{col 55}{space 3}0.000{col 63}{space 4} .4905812{col 76}{space 3} .8744357
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1568056{col 35}{space 2} .0954648{col 46}{space 1}    1.64{col 55}{space 3}0.101{col 63}{space 4}-.0304061{col 76}{space 3} .3440173
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2553363{col 35}{space 2} .0819716{col 46}{space 1}    3.11{col 55}{space 3}0.002{col 63}{space 4} .0945854{col 76}{space 3} .4160871
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9175454{col 35}{space 2} .1053514{col 46}{space 1}    8.71{col 55}{space 3}0.000{col 63}{space 4} .7109454{col 76}{space 3} 1.124145
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}-.0218864{col 35}{space 2} .0896459{col 46}{space 1}   -0.24{col 55}{space 3}0.807{col 63}{space 4} -.197687{col 76}{space 3} .1539141
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4257956{col 35}{space 2} .0822497{col 46}{space 1}   -5.18{col 55}{space 3}0.000{col 63}{space 4}-.5870919{col 76}{space 3}-.2644994
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.352436{col 35}{space 2} .1651142{col 46}{space 1}   -8.19{col 55}{space 3}0.000{col 63}{space 4}-1.676234{col 76}{space 3}-1.028637
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2766101{col 35}{space 2} .1010415{col 46}{space 1}    2.74{col 55}{space 3}0.006{col 63}{space 4} .0784621{col 76}{space 3} .4747581
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9569309{col 35}{space 2} .0993485{col 46}{space 1}   -9.63{col 55}{space 3}0.000{col 63}{space 4}-1.151759{col 76}{space 3} -.762103
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2989016{col 35}{space 2} .0852152{col 46}{space 1}    3.51{col 55}{space 3}0.000{col 63}{space 4} .1317899{col 76}{space 3} .4660132
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7594678{col 35}{space 2} .1294601{col 46}{space 1}   -5.87{col 55}{space 3}0.000{col 63}{space 4}-1.013346{col 76}{space 3}-.5055893
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2} -.383422{col 35}{space 2} .1604341{col 46}{space 1}   -2.39{col 55}{space 3}0.017{col 63}{space 4}-.6980421{col 76}{space 3}-.0688018
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.7693346{col 35}{space 2} .0740667{col 46}{space 1}  -10.39{col 55}{space 3}0.000{col 63}{space 4}-.9145835{col 76}{space 3}-.6240857
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2} -.645973{col 35}{space 2} .0934447{col 46}{space 1}   -6.91{col 55}{space 3}0.000{col 63}{space 4}-.8292232{col 76}{space 3}-.4627228
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5394484{col 35}{space 2} .0782872{col 46}{space 1}   -6.89{col 55}{space 3}0.000{col 63}{space 4} -.692974{col 76}{space 3}-.3859229
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1421076{col 35}{space 2} .1163339{col 46}{space 1}   -1.22{col 55}{space 3}0.222{col 63}{space 4}-.3702447{col 76}{space 3} .0860296
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.6813262{col 35}{space 2} .1224486{col 46}{space 1}   -5.56{col 55}{space 3}0.000{col 63}{space 4}-.9214546{col 76}{space 3}-.4411977
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5371779{col 35}{space 2}  .095089{col 46}{space 1}    5.65{col 55}{space 3}0.000{col 63}{space 4} .3507031{col 76}{space 3} .7236526
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7753563{col 35}{space 2} .1271686{col 46}{space 1}    6.10{col 55}{space 3}0.000{col 63}{space 4} .5259715{col 76}{space 3} 1.024741
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.4744009{col 35}{space 2} .1201168{col 46}{space 1}   -3.95{col 55}{space 3}0.000{col 63}{space 4}-.7099565{col 76}{space 3}-.2388453
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.4812275{col 35}{space 2} .1332451{col 46}{space 1}   -3.61{col 55}{space 3}0.000{col 63}{space 4}-.7425284{col 76}{space 3}-.2199265
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3633229{col 35}{space 2} .0649238{col 46}{space 1}    5.60{col 55}{space 3}0.000{col 63}{space 4} .2360038{col 76}{space 3}  .490642
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.205551{col 35}{space 2}  .168188{col 46}{space 1}   -7.17{col 55}{space 3}0.000{col 63}{space 4}-1.535377{col 76}{space 3}-.8757246
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.100023{col 35}{space 2} .0674817{col 46}{space 1}  -16.30{col 55}{space 3}0.000{col 63}{space 4}-1.232358{col 76}{space 3}-.9676873
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4153477{col 35}{space 2} .1008929{col 46}{space 1}    4.12{col 55}{space 3}0.000{col 63}{space 4} .2174912{col 76}{space 3} .6132042
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3760974{col 35}{space 2} .1116113{col 46}{space 1}    3.37{col 55}{space 3}0.001{col 63}{space 4} .1572214{col 76}{space 3} .5949734
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.506225{col 35}{space 2} .0815363{col 46}{space 1}   18.47{col 55}{space 3}0.000{col 63}{space 4} 1.346328{col 76}{space 3} 1.666123
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .4809493{col 35}{space 2} .0888609{col 46}{space 1}    5.41{col 55}{space 3}0.000{col 63}{space 4} .3066883{col 76}{space 3} .6552104
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2} -.357462{col 35}{space 2} .2334884{col 46}{space 1}   -1.53{col 55}{space 3}0.126{col 63}{space 4}-.8153456{col 76}{space 3} .1004216
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.524143{col 35}{space 2} .4276251{col 46}{space 1}   -3.56{col 55}{space 3}0.000{col 63}{space 4}-2.362739{col 76}{space 3} -.685546
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2118936{col 35}{space 2} .0990163{col 46}{space 1}    2.14{col 55}{space 3}0.032{col 63}{space 4} .0177173{col 76}{space 3}   .40607
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .6968375{col 35}{space 2} .1054283{col 46}{space 1}    6.61{col 55}{space 3}0.000{col 63}{space 4} .4900867{col 76}{space 3} .9035882
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4096889{col 35}{space 2} .0956858{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4} -.597334{col 76}{space 3}-.2220438
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0951477{col 35}{space 2} .0836345{col 46}{space 1}   -1.14{col 55}{space 3}0.255{col 63}{space 4}-.2591595{col 76}{space 3} .0688641
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.108538{col 35}{space 2} .2721667{col 46}{space 1}    4.07{col 55}{space 3}0.000{col 63}{space 4} .5748041{col 76}{space 3} 1.642272
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1600b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.581758{col 26}{space 2} .0627828{col 37}{space 1}   41.12{col 46}{space 3}0.000{col 54}{space 4} 2.458638{col 67}{space 3} 2.704879
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.623672{col 26}{space 2} .0432939{col 37}{space 1}   60.60{col 46}{space 3}0.000{col 54}{space 4} 2.538771{col 67}{space 3} 2.708574
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.661297{col 26}{space 2}  .027025{col 37}{space 1}   98.48{col 46}{space 3}0.000{col 54}{space 4} 2.608299{col 67}{space 3} 2.714294
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.694631{col 26}{space 2}  .014456{col 37}{space 1}  186.40{col 46}{space 3}0.000{col 54}{space 4} 2.666282{col 67}{space 3}  2.72298
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.723675{col 26}{space 2} .0079942{col 37}{space 1}  340.71{col 46}{space 3}0.000{col 54}{space 4} 2.707998{col 67}{space 3} 2.739352
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.74843{col 26}{space 2} .0101566{col 37}{space 1}  270.60{col 46}{space 3}0.000{col 54}{space 4} 2.728512{col 67}{space 3} 2.768348
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.768895{col 26}{space 2} .0137503{col 37}{space 1}  201.37{col 46}{space 3}0.000{col 54}{space 4} 2.741929{col 67}{space 3}  2.79586
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.785069{col 26}{space 2} .0154382{col 37}{space 1}  180.40{col 46}{space 3}0.000{col 54}{space 4} 2.754794{col 67}{space 3} 2.815344
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.796954{col 26}{space 2} .0148989{col 37}{space 1}  187.73{col 46}{space 3}0.000{col 54}{space 4} 2.767737{col 67}{space 3} 2.826171
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.804549{col 26}{space 2} .0128588{col 37}{space 1}  218.10{col 46}{space 3}0.000{col 54}{space 4} 2.779332{col 67}{space 3} 2.829766
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.807854{col 26}{space 2} .0121717{col 37}{space 1}  230.69{col 46}{space 3}0.000{col 54}{space 4} 2.783984{col 67}{space 3} 2.831723
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1600b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1600b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1600b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1500b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  6546.16
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9000
                                                {txt}Root MSE          =    {res} .22091

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1500b {c |}{col 23}{res}{space 2}-.1282382{col 35}{space 2} .1955825{col 46}{space 1}   -0.66{col 55}{space 3}0.512{col 63}{space 4}-.5117863{col 76}{space 3} .2553099
{txt}{space 13}msd1500b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1500b#c.msd1500b {c |}{col 23}{res}{space 2} .1809768{col 35}{space 2} .1456838{col 46}{space 1}    1.24{col 55}{space 3}0.214{col 63}{space 4}-.1047172{col 76}{space 3} .4666708
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1003749{col 35}{space 2} .0256517{col 46}{space 1}    3.91{col 55}{space 3}0.000{col 63}{space 4} .0500705{col 76}{space 3} .1506793
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000951{col 35}{space 2} .0000199{col 46}{space 1}    4.79{col 55}{space 3}0.000{col 63}{space 4} .0000562{col 76}{space 3} .0001341
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003424{col 35}{space 2} .0000665{col 46}{space 1}   -5.15{col 55}{space 3}0.000{col 63}{space 4}-.0004728{col 76}{space 3}-.0002121
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0572629{col 35}{space 2} .0206414{col 46}{space 1}    2.77{col 55}{space 3}0.006{col 63}{space 4}  .016784{col 76}{space 3} .0977418
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.82e-07{col 35}{space 2} 1.25e-07{col 46}{space 1}   -3.86{col 55}{space 3}0.000{col 63}{space 4}-7.27e-07{col 76}{space 3}-2.37e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0256325{col 35}{space 2} .0033552{col 46}{space 1}    7.64{col 55}{space 3}0.000{col 63}{space 4} .0190528{col 76}{space 3} .0322123
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0272934{col 35}{space 2} .0119023{col 46}{space 1}    2.29{col 55}{space 3}0.022{col 63}{space 4} .0039524{col 76}{space 3} .0506344
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0008028{col 35}{space 2} .0002421{col 46}{space 1}   -3.32{col 55}{space 3}0.001{col 63}{space 4}-.0012776{col 76}{space 3} -.000328
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2724924{col 35}{space 2} .0808092{col 46}{space 1}   -3.37{col 55}{space 3}0.001{col 63}{space 4}-.4309637{col 76}{space 3}-.1140212
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2} -1.46129{col 35}{space 2} .0630651{col 46}{space 1}  -23.17{col 55}{space 3}0.000{col 63}{space 4}-1.584964{col 76}{space 3}-1.337616
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.670782{col 35}{space 2} .1124996{col 46}{space 1}  -14.85{col 55}{space 3}0.000{col 63}{space 4}  -1.8914{col 76}{space 3}-1.450164
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6677123{col 35}{space 2} .1005689{col 46}{space 1}    6.64{col 55}{space 3}0.000{col 63}{space 4} .4704911{col 76}{space 3} .8649334
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1543983{col 35}{space 2} .0961942{col 46}{space 1}    1.61{col 55}{space 3}0.109{col 63}{space 4}-.0342438{col 76}{space 3} .3430404
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2521752{col 35}{space 2} .0828725{col 46}{space 1}    3.04{col 55}{space 3}0.002{col 63}{space 4} .0896577{col 76}{space 3} .4146928
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9105477{col 35}{space 2} .1067331{col 46}{space 1}    8.53{col 55}{space 3}0.000{col 63}{space 4} .7012381{col 76}{space 3} 1.119857
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}-.0197014{col 35}{space 2} .0910607{col 46}{space 1}   -0.22{col 55}{space 3}0.829{col 63}{space 4}-.1982765{col 76}{space 3} .1588736
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4523366{col 35}{space 2} .0829762{col 46}{space 1}   -5.45{col 55}{space 3}0.000{col 63}{space 4}-.6150575{col 76}{space 3}-.2896157
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.364414{col 35}{space 2} .1616797{col 46}{space 1}   -8.44{col 55}{space 3}0.000{col 63}{space 4}-1.681476{col 76}{space 3}-1.047351
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}  .347076{col 35}{space 2} .1062456{col 46}{space 1}    3.27{col 55}{space 3}0.001{col 63}{space 4} .1387226{col 76}{space 3} .5554294
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.001193{col 35}{space 2} .0995461{col 46}{space 1}  -10.06{col 55}{space 3}0.000{col 63}{space 4}-1.196408{col 76}{space 3}-.8059774
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}  .269723{col 35}{space 2} .0847433{col 46}{space 1}    3.18{col 55}{space 3}0.001{col 63}{space 4} .1035367{col 76}{space 3} .4359093
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7786687{col 35}{space 2} .1331806{col 46}{space 1}   -5.85{col 55}{space 3}0.000{col 63}{space 4}-1.039843{col 76}{space 3}-.5174942
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4470796{col 35}{space 2} .1590888{col 46}{space 1}   -2.81{col 55}{space 3}0.005{col 63}{space 4}-.7590615{col 76}{space 3}-.1350976
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} -.794879{col 35}{space 2} .0733941{col 46}{space 1}  -10.83{col 55}{space 3}0.000{col 63}{space 4}-.9388088{col 76}{space 3}-.6509491
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6981321{col 35}{space 2}  .091768{col 46}{space 1}   -7.61{col 55}{space 3}0.000{col 63}{space 4}-.8780942{col 76}{space 3}-.5181699
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5755335{col 35}{space 2} .0780132{col 46}{space 1}   -7.38{col 55}{space 3}0.000{col 63}{space 4}-.7285218{col 76}{space 3}-.4225452
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1328291{col 35}{space 2} .1173083{col 46}{space 1}   -1.13{col 55}{space 3}0.258{col 63}{space 4}-.3628772{col 76}{space 3} .0972189
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7546908{col 35}{space 2} .1208522{col 46}{space 1}   -6.24{col 55}{space 3}0.000{col 63}{space 4}-.9916887{col 76}{space 3}-.5176929
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5381329{col 35}{space 2} .0943815{col 46}{space 1}    5.70{col 55}{space 3}0.000{col 63}{space 4} .3530455{col 76}{space 3} .7232202
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7398749{col 35}{space 2} .1307928{col 46}{space 1}    5.66{col 55}{space 3}0.000{col 63}{space 4} .4833831{col 76}{space 3} .9963668
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5387194{col 35}{space 2} .1189614{col 46}{space 1}   -4.53{col 55}{space 3}0.000{col 63}{space 4}-.7720094{col 76}{space 3}-.3054295
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5641441{col 35}{space 2}  .130888{col 46}{space 1}   -4.31{col 55}{space 3}0.000{col 63}{space 4}-.8208228{col 76}{space 3}-.3074654
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3394821{col 35}{space 2} .0640243{col 46}{space 1}    5.30{col 55}{space 3}0.000{col 63}{space 4} .2139269{col 76}{space 3} .4650373
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.279257{col 35}{space 2} .1678208{col 46}{space 1}   -7.62{col 55}{space 3}0.000{col 63}{space 4}-1.608363{col 76}{space 3}-.9501516
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.112404{col 35}{space 2}  .066717{col 46}{space 1}  -16.67{col 55}{space 3}0.000{col 63}{space 4} -1.24324{col 76}{space 3}-.9815685
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4128439{col 35}{space 2} .1013484{col 46}{space 1}    4.07{col 55}{space 3}0.000{col 63}{space 4} .2140941{col 76}{space 3} .6115936
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3432301{col 35}{space 2} .1109227{col 46}{space 1}    3.09{col 55}{space 3}0.002{col 63}{space 4} .1257046{col 76}{space 3} .5607557
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.465828{col 35}{space 2} .0802444{col 46}{space 1}   18.27{col 55}{space 3}0.000{col 63}{space 4} 1.308464{col 76}{space 3} 1.623192
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}  .480372{col 35}{space 2} .0911608{col 46}{space 1}    5.27{col 55}{space 3}0.000{col 63}{space 4} .3016007{col 76}{space 3} .6591433
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3584999{col 35}{space 2} .2343087{col 46}{space 1}   -1.53{col 55}{space 3}0.126{col 63}{space 4}-.8179922{col 76}{space 3} .1009925
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.517087{col 35}{space 2} .4286444{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-2.357682{col 76}{space 3}-.6764916
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}  .205928{col 35}{space 2} .0990791{col 46}{space 1}    2.08{col 55}{space 3}0.038{col 63}{space 4} .0116283{col 76}{space 3} .4002276
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7274774{col 35}{space 2} .1080268{col 46}{space 1}    6.73{col 55}{space 3}0.000{col 63}{space 4} .5156309{col 76}{space 3} .9393239
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4102236{col 35}{space 2} .0948604{col 46}{space 1}   -4.32{col 55}{space 3}0.000{col 63}{space 4}  -.59625{col 76}{space 3}-.2241971
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0931611{col 35}{space 2} .0835753{col 46}{space 1}   -1.11{col 55}{space 3}0.265{col 63}{space 4}-.2570569{col 76}{space 3} .0707347
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.251928{col 35}{space 2} .2724979{col 46}{space 1}    4.59{col 55}{space 3}0.000{col 63}{space 4}  .717544{col 76}{space 3} 1.786311
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1500b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.751337{col 26}{space 2} .0534254{col 37}{space 1}   51.50{col 46}{space 3}0.000{col 54}{space 4} 2.646567{col 67}{space 3} 2.856108
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.740323{col 26}{space 2} .0359199{col 37}{space 1}   76.29{col 46}{space 3}0.000{col 54}{space 4} 2.669883{col 67}{space 3} 2.810764
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.732929{col 26}{space 2} .0217149{col 37}{space 1}  125.86{col 46}{space 3}0.000{col 54}{space 4} 2.690345{col 67}{space 3} 2.775513
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.729154{col 26}{space 2} .0117502{col 37}{space 1}  232.27{col 46}{space 3}0.000{col 54}{space 4} 2.706111{col 67}{space 3} 2.752197
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.728998{col 26}{space 2} .0089811{col 37}{space 1}  303.86{col 46}{space 3}0.000{col 54}{space 4} 2.711386{col 67}{space 3} 2.746611
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.732463{col 26}{space 2}  .011878{col 37}{space 1}  230.04{col 46}{space 3}0.000{col 54}{space 4} 2.709169{col 67}{space 3} 2.755756
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.739546{col 26}{space 2} .0145621{col 37}{space 1}  188.13{col 46}{space 3}0.000{col 54}{space 4} 2.710989{col 67}{space 3} 2.768103
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.750249{col 26}{space 2} .0154015{col 37}{space 1}  178.57{col 46}{space 3}0.000{col 54}{space 4} 2.720046{col 67}{space 3} 2.780452
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.764572{col 26}{space 2} .0145301{col 37}{space 1}  190.27{col 46}{space 3}0.000{col 54}{space 4} 2.736078{col 67}{space 3} 2.793066
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.782514{col 26}{space 2} .0133912{col 37}{space 1}  207.79{col 46}{space 3}0.000{col 54}{space 4} 2.756253{col 67}{space 3} 2.808775
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.804076{col 26}{space 2} .0154358{col 37}{space 1}  181.66{col 46}{space 3}0.000{col 54}{space 4} 2.773806{col 67}{space 3} 2.834347
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1500b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1500b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1500b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1400b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4487.48
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8995
                                                {txt}Root MSE          =    {res}  .2214

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1400b {c |}{col 23}{res}{space 2} .1939295{col 35}{space 2} .1777231{col 46}{space 1}    1.09{col 55}{space 3}0.275{col 63}{space 4}-.1545953{col 76}{space 3} .5424544
{txt}{space 13}msd1400b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1400b#c.msd1400b {c |}{col 23}{res}{space 2}  -.14713{col 35}{space 2}   .12992{col 46}{space 1}   -1.13{col 55}{space 3}0.258{col 63}{space 4}-.4019103{col 76}{space 3} .1076502
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1172389{col 35}{space 2} .0253286{col 46}{space 1}    4.63{col 55}{space 3}0.000{col 63}{space 4} .0675682{col 76}{space 3} .1669096
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2}  .000095{col 35}{space 2} .0000201{col 46}{space 1}    4.72{col 55}{space 3}0.000{col 63}{space 4} .0000555{col 76}{space 3} .0001344
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003221{col 35}{space 2} .0000685{col 46}{space 1}   -4.70{col 55}{space 3}0.000{col 63}{space 4}-.0004564{col 76}{space 3}-.0001877
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0509388{col 35}{space 2} .0207311{col 46}{space 1}    2.46{col 55}{space 3}0.014{col 63}{space 4}  .010284{col 76}{space 3} .0915937
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-5.18e-07{col 35}{space 2} 1.26e-07{col 46}{space 1}   -4.10{col 55}{space 3}0.000{col 63}{space 4}-7.66e-07{col 76}{space 3}-2.71e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0209946{col 35}{space 2} .0032443{col 46}{space 1}    6.47{col 55}{space 3}0.000{col 63}{space 4} .0146324{col 76}{space 3} .0273568
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0156511{col 35}{space 2} .0123598{col 46}{space 1}    1.27{col 55}{space 3}0.206{col 63}{space 4}-.0085871{col 76}{space 3} .0398893
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005963{col 35}{space 2} .0002491{col 46}{space 1}   -2.39{col 55}{space 3}0.017{col 63}{space 4}-.0010847{col 76}{space 3}-.0001078
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2975716{col 35}{space 2} .0848332{col 46}{space 1}   -3.51{col 55}{space 3}0.000{col 63}{space 4}-.4639342{col 76}{space 3}-.1312091
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.470316{col 35}{space 2} .0650847{col 46}{space 1}  -22.59{col 55}{space 3}0.000{col 63}{space 4}-1.597951{col 76}{space 3}-1.342682
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.68484{col 35}{space 2} .1140403{col 46}{space 1}  -14.77{col 55}{space 3}0.000{col 63}{space 4}-1.908479{col 76}{space 3}-1.461201
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7272219{col 35}{space 2} .1006609{col 46}{space 1}    7.22{col 55}{space 3}0.000{col 63}{space 4} .5298203{col 76}{space 3} .9246235
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1325332{col 35}{space 2} .1018935{col 46}{space 1}    1.30{col 55}{space 3}0.193{col 63}{space 4}-.0672856{col 76}{space 3}  .332352
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2633808{col 35}{space 2} .0854706{col 46}{space 1}    3.08{col 55}{space 3}0.002{col 63}{space 4} .0957683{col 76}{space 3} .4309933
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9047073{col 35}{space 2} .1101704{col 46}{space 1}    8.21{col 55}{space 3}0.000{col 63}{space 4} .6886571{col 76}{space 3} 1.120758
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}  .001615{col 35}{space 2} .0928069{col 46}{space 1}    0.02{col 55}{space 3}0.986{col 63}{space 4}-.1803844{col 76}{space 3} .1836144
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4705946{col 35}{space 2}  .082987{col 46}{space 1}   -5.67{col 55}{space 3}0.000{col 63}{space 4}-.6333366{col 76}{space 3}-.3078526
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.376566{col 35}{space 2} .1631784{col 46}{space 1}   -8.44{col 55}{space 3}0.000{col 63}{space 4}-1.696568{col 76}{space 3}-1.056564
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2220628{col 35}{space 2}  .113075{col 46}{space 1}    1.96{col 55}{space 3}0.050{col 63}{space 4} .0003165{col 76}{space 3} .4438092
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.001211{col 35}{space 2} .0993504{col 46}{space 1}  -10.08{col 55}{space 3}0.000{col 63}{space 4}-1.196043{col 76}{space 3}-.8063793
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2624671{col 35}{space 2} .0873651{col 46}{space 1}    3.00{col 55}{space 3}0.003{col 63}{space 4} .0911392{col 76}{space 3} .4337949
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7877423{col 35}{space 2} .1352787{col 46}{space 1}   -5.82{col 55}{space 3}0.000{col 63}{space 4}-1.053031{col 76}{space 3}-.5224532
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4452141{col 35}{space 2} .1597548{col 46}{space 1}   -2.79{col 55}{space 3}0.005{col 63}{space 4}-.7585021{col 76}{space 3}-.1319261
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8154604{col 35}{space 2} .0755354{col 46}{space 1}  -10.80{col 55}{space 3}0.000{col 63}{space 4}-.9635896{col 76}{space 3}-.6673312
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.7078844{col 35}{space 2} .0940941{col 46}{space 1}   -7.52{col 55}{space 3}0.000{col 63}{space 4}-.8924081{col 76}{space 3}-.5233607
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5883403{col 35}{space 2} .0779478{col 46}{space 1}   -7.55{col 55}{space 3}0.000{col 63}{space 4}-.7412002{col 76}{space 3}-.4354805
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.2509189{col 35}{space 2} .1240178{col 46}{space 1}   -2.02{col 55}{space 3}0.043{col 63}{space 4}-.4941247{col 76}{space 3}-.0077131
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7469129{col 35}{space 2} .1217422{col 46}{space 1}   -6.14{col 55}{space 3}0.000{col 63}{space 4}-.9856561{col 76}{space 3}-.5081698
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5134428{col 35}{space 2} .0975162{col 46}{space 1}    5.27{col 55}{space 3}0.000{col 63}{space 4} .3222081{col 76}{space 3} .7046776
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}  .836668{col 35}{space 2} .1330576{col 46}{space 1}    6.29{col 55}{space 3}0.000{col 63}{space 4} .5757347{col 76}{space 3} 1.097601
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2} -.542239{col 35}{space 2} .1204295{col 46}{space 1}   -4.50{col 55}{space 3}0.000{col 63}{space 4}-.7784079{col 76}{space 3}-.3060701
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5486251{col 35}{space 2} .1312293{col 46}{space 1}   -4.18{col 55}{space 3}0.000{col 63}{space 4}-.8059731{col 76}{space 3}-.2912771
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3099698{col 35}{space 2} .0654922{col 46}{space 1}    4.73{col 55}{space 3}0.000{col 63}{space 4} .1815359{col 76}{space 3} .4384036
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.274822{col 35}{space 2} .1688554{col 46}{space 1}   -7.55{col 55}{space 3}0.000{col 63}{space 4}-1.605957{col 76}{space 3}-.9436874
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.117604{col 35}{space 2} .0685936{col 46}{space 1}  -16.29{col 55}{space 3}0.000{col 63}{space 4} -1.25212{col 76}{space 3}-.9830886
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .3838143{col 35}{space 2} .1026223{col 46}{space 1}    3.74{col 55}{space 3}0.000{col 63}{space 4} .1825662{col 76}{space 3} .5850623
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3272802{col 35}{space 2} .1131205{col 46}{space 1}    2.89{col 55}{space 3}0.004{col 63}{space 4} .1054446{col 76}{space 3} .5491158
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.446471{col 35}{space 2} .0825191{col 46}{space 1}   17.53{col 55}{space 3}0.000{col 63}{space 4} 1.284646{col 76}{space 3} 1.608295
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5181343{col 35}{space 2} .0918672{col 46}{space 1}    5.64{col 55}{space 3}0.000{col 63}{space 4} .3379777{col 76}{space 3}  .698291
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2698487{col 35}{space 2} .2345927{col 46}{space 1}   -1.15{col 55}{space 3}0.250{col 63}{space 4}-.7298979{col 76}{space 3} .1902005
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.527044{col 35}{space 2} .4288246{col 46}{space 1}   -3.56{col 55}{space 3}0.000{col 63}{space 4}-2.367992{col 76}{space 3}-.6860949
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .1814137{col 35}{space 2} .1019881{col 46}{space 1}    1.78{col 55}{space 3}0.075{col 63}{space 4}-.0185906{col 76}{space 3}  .381418
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7150119{col 35}{space 2} .1117242{col 46}{space 1}    6.40{col 55}{space 3}0.000{col 63}{space 4} .4959146{col 76}{space 3} .9341093
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4232509{col 35}{space 2} .0961999{col 46}{space 1}   -4.40{col 55}{space 3}0.000{col 63}{space 4}-.6119043{col 76}{space 3}-.2345975
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1231216{col 35}{space 2} .0867179{col 46}{space 1}   -1.42{col 55}{space 3}0.156{col 63}{space 4}-.2931801{col 76}{space 3}  .046937
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.482978{col 35}{space 2} .2730671{col 46}{space 1}    5.43{col 55}{space 3}0.000{col 63}{space 4} .9474787{col 76}{space 3} 2.018478
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1400b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  2.70379{col 26}{space 2} .0480359{col 37}{space 1}   56.29{col 46}{space 3}0.000{col 54}{space 4} 2.609589{col 67}{space 3} 2.797991
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.721711{col 26}{space 2} .0319891{col 37}{space 1}   85.08{col 46}{space 3}0.000{col 54}{space 4} 2.658979{col 67}{space 3} 2.784444
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  2.73669{col 26}{space 2} .0188516{col 37}{space 1}  145.17{col 46}{space 3}0.000{col 54}{space 4} 2.699721{col 67}{space 3} 2.773659
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.748727{col 26}{space 2}  .009546{col 37}{space 1}  287.95{col 46}{space 3}0.000{col 54}{space 4} 2.730007{col 67}{space 3} 2.767447
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.757821{col 26}{space 2} .0076463{col 37}{space 1}  360.67{col 46}{space 3}0.000{col 54}{space 4} 2.742826{col 67}{space 3} 2.772815
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.763972{col 26}{space 2} .0112184{col 37}{space 1}  246.38{col 46}{space 3}0.000{col 54}{space 4} 2.741972{col 67}{space 3} 2.785972
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.767181{col 26}{space 2} .0142214{col 37}{space 1}  194.58{col 46}{space 3}0.000{col 54}{space 4} 2.739292{col 67}{space 3} 2.795069
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.767447{col 26}{space 2} .0153986{col 37}{space 1}  179.72{col 46}{space 3}0.000{col 54}{space 4} 2.737249{col 67}{space 3} 2.797644
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  2.76477{col 26}{space 2} .0148474{col 37}{space 1}  186.21{col 46}{space 3}0.000{col 54}{space 4} 2.735653{col 67}{space 3} 2.793887
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.759151{col 26}{space 2} .0135174{col 37}{space 1}  204.12{col 46}{space 3}0.000{col 54}{space 4} 2.732643{col 67}{space 3} 2.785659
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.750589{col 26}{space 2} .0139621{col 37}{space 1}  197.00{col 46}{space 3}0.000{col 54}{space 4} 2.723209{col 67}{space 3}  2.77797
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1400b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1400b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1400b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1300b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4169.58
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8998
                                                {txt}Root MSE          =    {res} .22115

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1300b {c |}{col 23}{res}{space 2} .4225336{col 35}{space 2} .1767542{col 46}{space 1}    2.39{col 55}{space 3}0.017{col 63}{space 4} .0759087{col 76}{space 3} .7691584
{txt}{space 13}msd1300b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1300b#c.msd1300b {c |}{col 23}{res}{space 2}-.3175714{col 35}{space 2} .1300586{col 46}{space 1}   -2.44{col 55}{space 3}0.015{col 63}{space 4}-.5726235{col 76}{space 3}-.0625192
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1205962{col 35}{space 2} .0252675{col 46}{space 1}    4.77{col 55}{space 3}0.000{col 63}{space 4} .0710451{col 76}{space 3} .1701472
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000942{col 35}{space 2} .0000204{col 46}{space 1}    4.62{col 55}{space 3}0.000{col 63}{space 4} .0000542{col 76}{space 3} .0001342
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} -.000322{col 35}{space 2} .0000694{col 46}{space 1}   -4.64{col 55}{space 3}0.000{col 63}{space 4}-.0004581{col 76}{space 3}-.0001859
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0501029{col 35}{space 2} .0207577{col 46}{space 1}    2.41{col 55}{space 3}0.016{col 63}{space 4} .0093958{col 76}{space 3} .0908099
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-5.23e-07{col 35}{space 2} 1.26e-07{col 46}{space 1}   -4.14{col 55}{space 3}0.000{col 63}{space 4}-7.71e-07{col 76}{space 3}-2.75e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0204195{col 35}{space 2} .0031883{col 46}{space 1}    6.40{col 55}{space 3}0.000{col 63}{space 4} .0141671{col 76}{space 3}  .026672
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0122817{col 35}{space 2} .0124255{col 46}{space 1}    0.99{col 55}{space 3}0.323{col 63}{space 4}-.0120853{col 76}{space 3} .0366487
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005305{col 35}{space 2} .0002505{col 46}{space 1}   -2.12{col 55}{space 3}0.034{col 63}{space 4}-.0010217{col 76}{space 3}-.0000394
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.3331414{col 35}{space 2} .0865784{col 46}{space 1}   -3.85{col 55}{space 3}0.000{col 63}{space 4}-.5029265{col 76}{space 3}-.1633564
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.478849{col 35}{space 2} .0641387{col 46}{space 1}  -23.06{col 55}{space 3}0.000{col 63}{space 4}-1.604628{col 76}{space 3} -1.35307
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.686304{col 35}{space 2} .1130298{col 46}{space 1}  -14.92{col 55}{space 3}0.000{col 63}{space 4}-1.907962{col 76}{space 3}-1.464646
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}   .70179{col 35}{space 2} .1013546{col 46}{space 1}    6.92{col 55}{space 3}0.000{col 63}{space 4}  .503028{col 76}{space 3} .9005519
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .0975289{col 35}{space 2} .1034597{col 46}{space 1}    0.94{col 55}{space 3}0.346{col 63}{space 4}-.1053613{col 76}{space 3} .3004191
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2358685{col 35}{space 2} .0869506{col 46}{space 1}    2.71{col 55}{space 3}0.007{col 63}{space 4} .0653536{col 76}{space 3} .4063834
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .8689737{col 35}{space 2} .1117217{col 46}{space 1}    7.78{col 55}{space 3}0.000{col 63}{space 4} .6498812{col 76}{space 3} 1.088066
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}-.0247965{col 35}{space 2} .0939074{col 46}{space 1}   -0.26{col 55}{space 3}0.792{col 63}{space 4}-.2089541{col 76}{space 3} .1593611
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4818129{col 35}{space 2} .0834901{col 46}{space 1}   -5.77{col 55}{space 3}0.000{col 63}{space 4}-.6455416{col 76}{space 3}-.3180843
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.385712{col 35}{space 2} .1639953{col 46}{space 1}   -8.45{col 55}{space 3}0.000{col 63}{space 4}-1.707316{col 76}{space 3}-1.064108
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .1720641{col 35}{space 2} .1145488{col 46}{space 1}    1.50{col 55}{space 3}0.133{col 63}{space 4}-.0525725{col 76}{space 3} .3967007
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2} -1.00353{col 35}{space 2} .0994069{col 46}{space 1}  -10.10{col 55}{space 3}0.000{col 63}{space 4}-1.198472{col 76}{space 3}-.8085877
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2421672{col 35}{space 2} .0892267{col 46}{space 1}    2.71{col 55}{space 3}0.007{col 63}{space 4} .0671887{col 76}{space 3} .4171457
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.8020444{col 35}{space 2}  .135497{col 46}{space 1}   -5.92{col 55}{space 3}0.000{col 63}{space 4}-1.067762{col 76}{space 3}-.5363272
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4556108{col 35}{space 2} .1602328{col 46}{space 1}   -2.84{col 55}{space 3}0.005{col 63}{space 4}-.7698362{col 76}{space 3}-.1413853
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8409156{col 35}{space 2} .0771125{col 46}{space 1}  -10.91{col 55}{space 3}0.000{col 63}{space 4}-.9921375{col 76}{space 3}-.6896938
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.7184846{col 35}{space 2} .0957249{col 46}{space 1}   -7.51{col 55}{space 3}0.000{col 63}{space 4}-.9062065{col 76}{space 3}-.5307627
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5903649{col 35}{space 2} .0801282{col 46}{space 1}   -7.37{col 55}{space 3}0.000{col 63}{space 4}-.7475008{col 76}{space 3}-.4332291
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.3004099{col 35}{space 2} .1254542{col 46}{space 1}   -2.39{col 55}{space 3}0.017{col 63}{space 4}-.5464325{col 76}{space 3}-.0543872
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7608472{col 35}{space 2} .1241223{col 46}{space 1}   -6.13{col 55}{space 3}0.000{col 63}{space 4}-1.004258{col 76}{space 3}-.5174366
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .4951787{col 35}{space 2} .0990945{col 46}{space 1}    5.00{col 55}{space 3}0.000{col 63}{space 4} .3008489{col 76}{space 3} .6895085
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .8570679{col 35}{space 2} .1336949{col 46}{space 1}    6.41{col 55}{space 3}0.000{col 63}{space 4} .5948847{col 76}{space 3} 1.119251
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5580086{col 35}{space 2} .1219486{col 46}{space 1}   -4.58{col 55}{space 3}0.000{col 63}{space 4}-.7971566{col 76}{space 3}-.3188606
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5544802{col 35}{space 2}  .133381{col 46}{space 1}   -4.16{col 55}{space 3}0.000{col 63}{space 4}-.8160476{col 76}{space 3}-.2929128
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3005882{col 35}{space 2} .0668261{col 46}{space 1}    4.50{col 55}{space 3}0.000{col 63}{space 4} .1695385{col 76}{space 3}  .431638
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.278416{col 35}{space 2} .1667557{col 46}{space 1}   -7.67{col 55}{space 3}0.000{col 63}{space 4}-1.605434{col 76}{space 3}-.9513991
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.125075{col 35}{space 2} .0688996{col 46}{space 1}  -16.33{col 55}{space 3}0.000{col 63}{space 4}-1.260191{col 76}{space 3}-.9899595
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .3708665{col 35}{space 2} .1031653{col 46}{space 1}    3.59{col 55}{space 3}0.000{col 63}{space 4} .1685538{col 76}{space 3} .5731793
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3189037{col 35}{space 2} .1153898{col 46}{space 1}    2.76{col 55}{space 3}0.006{col 63}{space 4}  .092618{col 76}{space 3} .5451894
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.434549{col 35}{space 2} .0848762{col 46}{space 1}   16.90{col 55}{space 3}0.000{col 63}{space 4} 1.268102{col 76}{space 3} 1.600996
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .4898711{col 35}{space 2} .0926894{col 46}{space 1}    5.29{col 55}{space 3}0.000{col 63}{space 4} .3081021{col 76}{space 3} .6716401
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3024477{col 35}{space 2} .2351678{col 46}{space 1}   -1.29{col 55}{space 3}0.199{col 63}{space 4}-.7636247{col 76}{space 3} .1587293
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.523182{col 35}{space 2} .4291223{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4}-2.364714{col 76}{space 3}-.6816489
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .1634191{col 35}{space 2} .1042089{col 46}{space 1}    1.57{col 55}{space 3}0.117{col 63}{space 4}-.0409403{col 76}{space 3} .3677785
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .6781587{col 35}{space 2} .1133479{col 46}{space 1}    5.98{col 55}{space 3}0.000{col 63}{space 4} .4558773{col 76}{space 3} .9004401
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2} -.443898{col 35}{space 2}  .097738{col 46}{space 1}   -4.54{col 55}{space 3}0.000{col 63}{space 4}-.6355676{col 76}{space 3}-.2522284
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1369281{col 35}{space 2} .0864733{col 46}{space 1}   -1.58{col 55}{space 3}0.113{col 63}{space 4}-.3065071{col 76}{space 3} .0326508
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.481848{col 35}{space 2} .2710461{col 46}{space 1}    5.47{col 55}{space 3}0.000{col 63}{space 4} .9503111{col 76}{space 3} 2.013384
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1300b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.648366{col 26}{space 2} .0456684{col 37}{space 1}   57.99{col 46}{space 3}0.000{col 54}{space 4} 2.558808{col 67}{space 3} 2.737925
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.687444{col 26}{space 2} .0296877{col 37}{space 1}   90.52{col 46}{space 3}0.000{col 54}{space 4} 2.629225{col 67}{space 3} 2.745663
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  2.72017{col 26}{space 2} .0166669{col 37}{space 1}  163.21{col 46}{space 3}0.000{col 54}{space 4} 2.687485{col 67}{space 3} 2.752855
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.746545{col 26}{space 2} .0079475{col 37}{space 1}  345.59{col 46}{space 3}0.000{col 54}{space 4} 2.730959{col 67}{space 3}  2.76213
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.766568{col 26}{space 2} .0081471{col 37}{space 1}  339.58{col 46}{space 3}0.000{col 54}{space 4} 2.750591{col 67}{space 3} 2.782545
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.78024{col 26}{space 2} .0125262{col 37}{space 1}  221.95{col 46}{space 3}0.000{col 54}{space 4} 2.755676{col 67}{space 3} 2.804805
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.787561{col 26}{space 2} .0156469{col 37}{space 1}  178.15{col 46}{space 3}0.000{col 54}{space 4} 2.756876{col 67}{space 3} 2.818245
{txt}{space 10}8  {c |}{col 14}{res}{space 2}  2.78853{col 26}{space 2} .0167573{col 37}{space 1}  166.41{col 46}{space 3}0.000{col 54}{space 4} 2.755668{col 67}{space 3} 2.821392
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.783147{col 26}{space 2} .0160038{col 37}{space 1}  173.90{col 46}{space 3}0.000{col 54}{space 4} 2.751763{col 67}{space 3} 2.814532
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.771414{col 26}{space 2}  .014235{col 37}{space 1}  194.69{col 46}{space 3}0.000{col 54}{space 4} 2.743498{col 67}{space 3} 2.799329
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.753328{col 26}{space 2} .0138856{col 37}{space 1}  198.29{col 46}{space 3}0.000{col 54}{space 4} 2.726098{col 67}{space 3} 2.780559
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1300b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1300b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1300b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1200b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  7302.93
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9002
                                                {txt}Root MSE          =    {res} .22072

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1200b {c |}{col 23}{res}{space 2} .2275195{col 35}{space 2} .1615984{col 46}{space 1}    1.41{col 55}{space 3}0.159{col 63}{space 4}-.0893839{col 76}{space 3}  .544423
{txt}{space 13}msd1200b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1200b#c.msd1200b {c |}{col 23}{res}{space 2}-.0966009{col 35}{space 2} .1225954{col 46}{space 1}   -0.79{col 55}{space 3}0.431{col 63}{space 4}-.3370173{col 76}{space 3} .1438156
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .0989191{col 35}{space 2} .0257464{col 46}{space 1}    3.84{col 55}{space 3}0.000{col 63}{space 4} .0484289{col 76}{space 3} .1494093
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2}  .000099{col 35}{space 2} .0000203{col 46}{space 1}    4.88{col 55}{space 3}0.000{col 63}{space 4} .0000592{col 76}{space 3} .0001388
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003941{col 35}{space 2} .0000691{col 46}{space 1}   -5.71{col 55}{space 3}0.000{col 63}{space 4}-.0005295{col 76}{space 3}-.0002586
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0582875{col 35}{space 2} .0207202{col 46}{space 1}    2.81{col 55}{space 3}0.005{col 63}{space 4} .0176542{col 76}{space 3} .0989209
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.59e-07{col 35}{space 2} 1.24e-07{col 46}{space 1}   -3.69{col 55}{space 3}0.000{col 63}{space 4}-7.02e-07{col 76}{space 3}-2.15e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0223612{col 35}{space 2} .0030998{col 46}{space 1}    7.21{col 55}{space 3}0.000{col 63}{space 4} .0162824{col 76}{space 3}   .02844
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0215542{col 35}{space 2} .0116303{col 46}{space 1}    1.85{col 55}{space 3}0.064{col 63}{space 4}-.0012534{col 76}{space 3} .0443618
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006698{col 35}{space 2} .0002371{col 46}{space 1}   -2.82{col 55}{space 3}0.005{col 63}{space 4}-.0011348{col 76}{space 3}-.0002048
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2645471{col 35}{space 2} .0809217{col 46}{space 1}   -3.27{col 55}{space 3}0.001{col 63}{space 4} -.423239{col 76}{space 3}-.1058553
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.471494{col 35}{space 2}  .064219{col 46}{space 1}  -22.91{col 55}{space 3}0.000{col 63}{space 4}-1.597431{col 76}{space 3}-1.345557
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.669855{col 35}{space 2} .1107558{col 46}{space 1}  -15.08{col 55}{space 3}0.000{col 63}{space 4}-1.887053{col 76}{space 3}-1.452656
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6908666{col 35}{space 2} .0989543{col 46}{space 1}    6.98{col 55}{space 3}0.000{col 63}{space 4} .4968117{col 76}{space 3} .8849215
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1838066{col 35}{space 2} .0991335{col 46}{space 1}    1.85{col 55}{space 3}0.064{col 63}{space 4}-.0105997{col 76}{space 3} .3782129
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2769788{col 35}{space 2} .0832585{col 46}{space 1}    3.33{col 55}{space 3}0.001{col 63}{space 4} .1137042{col 76}{space 3} .4402534
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9152614{col 35}{space 2} .1080078{col 46}{space 1}    8.47{col 55}{space 3}0.000{col 63}{space 4} .7034522{col 76}{space 3} 1.127071
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0153403{col 35}{space 2} .0908824{col 46}{space 1}    0.17{col 55}{space 3}0.866{col 63}{space 4}-.1628851{col 76}{space 3} .1935657
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} -.448219{col 35}{space 2} .0832177{col 46}{space 1}   -5.39{col 55}{space 3}0.000{col 63}{space 4}-.6114134{col 76}{space 3}-.2850246
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.361496{col 35}{space 2} .1627792{col 46}{space 1}   -8.36{col 55}{space 3}0.000{col 63}{space 4}-1.680715{col 76}{space 3}-1.042277
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3088956{col 35}{space 2} .1038161{col 46}{space 1}    2.98{col 55}{space 3}0.003{col 63}{space 4} .1053065{col 76}{space 3} .5124846
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9808268{col 35}{space 2} .0997639{col 46}{space 1}   -9.83{col 55}{space 3}0.000{col 63}{space 4}-1.176469{col 76}{space 3}-.7851842
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2841541{col 35}{space 2} .0861675{col 46}{space 1}    3.30{col 55}{space 3}0.001{col 63}{space 4} .1151749{col 76}{space 3} .4531333
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} -.762778{col 35}{space 2} .1327887{col 46}{space 1}   -5.74{col 55}{space 3}0.000{col 63}{space 4}-1.023184{col 76}{space 3}-.5023719
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4249625{col 35}{space 2} .1590857{col 46}{space 1}   -2.67{col 55}{space 3}0.008{col 63}{space 4}-.7369384{col 76}{space 3}-.1129866
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8045367{col 35}{space 2} .0753511{col 46}{space 1}  -10.68{col 55}{space 3}0.000{col 63}{space 4}-.9523045{col 76}{space 3} -.656769
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6723144{col 35}{space 2} .0929711{col 46}{space 1}   -7.23{col 55}{space 3}0.000{col 63}{space 4}-.8546359{col 76}{space 3}-.4899928
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5666994{col 35}{space 2} .0791589{col 46}{space 1}   -7.16{col 55}{space 3}0.000{col 63}{space 4}-.7219343{col 76}{space 3}-.4114645
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1735912{col 35}{space 2} .1165236{col 46}{space 1}   -1.49{col 55}{space 3}0.136{col 63}{space 4}-.4021004{col 76}{space 3}  .054918
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7372891{col 35}{space 2} .1214606{col 46}{space 1}   -6.07{col 55}{space 3}0.000{col 63}{space 4}-.9754801{col 76}{space 3}-.4990982
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5661404{col 35}{space 2} .0956081{col 46}{space 1}    5.92{col 55}{space 3}0.000{col 63}{space 4} .3786476{col 76}{space 3} .7536332
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7320158{col 35}{space 2} .1272018{col 46}{space 1}    5.75{col 55}{space 3}0.000{col 63}{space 4} .4825661{col 76}{space 3} .9814655
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5260096{col 35}{space 2} .1197306{col 46}{space 1}   -4.39{col 55}{space 3}0.000{col 63}{space 4}-.7608079{col 76}{space 3}-.2912113
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5379564{col 35}{space 2} .1311015{col 46}{space 1}   -4.10{col 55}{space 3}0.000{col 63}{space 4}-.7950538{col 76}{space 3}-.2808591
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3497196{col 35}{space 2} .0648789{col 46}{space 1}    5.39{col 55}{space 3}0.000{col 63}{space 4} .2224884{col 76}{space 3} .4769507
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.250494{col 35}{space 2} .1651549{col 46}{space 1}   -7.57{col 55}{space 3}0.000{col 63}{space 4}-1.574372{col 76}{space 3}-.9266163
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.105847{col 35}{space 2} .0676834{col 46}{space 1}  -16.34{col 55}{space 3}0.000{col 63}{space 4}-1.238578{col 76}{space 3}-.9731161
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4189313{col 35}{space 2} .1013094{col 46}{space 1}    4.14{col 55}{space 3}0.000{col 63}{space 4} .2202579{col 76}{space 3} .6176047
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3817693{col 35}{space 2} .1126653{col 46}{space 1}    3.39{col 55}{space 3}0.001{col 63}{space 4} .1608264{col 76}{space 3} .6027122
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.502697{col 35}{space 2} .0823556{col 46}{space 1}   18.25{col 55}{space 3}0.000{col 63}{space 4} 1.341193{col 76}{space 3} 1.664201
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}  .517134{col 35}{space 2} .0920609{col 46}{space 1}    5.62{col 55}{space 3}0.000{col 63}{space 4} .3365974{col 76}{space 3} .6976706
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3117458{col 35}{space 2} .2333149{col 46}{space 1}   -1.34{col 55}{space 3}0.182{col 63}{space 4}-.7692892{col 76}{space 3} .1457975
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.510143{col 35}{space 2}  .427515{col 46}{space 1}   -3.53{col 55}{space 3}0.000{col 63}{space 4}-2.348523{col 76}{space 3}-.6717624
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}   .24394{col 35}{space 2} .1013651{col 46}{space 1}    2.41{col 55}{space 3}0.016{col 63}{space 4} .0451575{col 76}{space 3} .4427225
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7196629{col 35}{space 2} .1093886{col 46}{space 1}    6.58{col 55}{space 3}0.000{col 63}{space 4} .5051457{col 76}{space 3}   .93418
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4118292{col 35}{space 2} .0964428{col 46}{space 1}   -4.27{col 55}{space 3}0.000{col 63}{space 4}-.6009588{col 76}{space 3}-.2226996
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0925171{col 35}{space 2}  .084233{col 46}{space 1}   -1.10{col 55}{space 3}0.272{col 63}{space 4}-.2577026{col 76}{space 3} .0726684
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.308693{col 35}{space 2} .2638136{col 46}{space 1}    4.96{col 55}{space 3}0.000{col 63}{space 4} .7913395{col 76}{space 3} 1.826046
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1200b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.677555{col 26}{space 2} .0387257{col 37}{space 1}   69.14{col 46}{space 3}0.000{col 54}{space 4} 2.601611{col 67}{space 3} 2.753498
{txt}{space 10}2  {c |}{col 14}{res}{space 2}  2.69934{col 26}{space 2} .0241523{col 37}{space 1}  111.76{col 46}{space 3}0.000{col 54}{space 4} 2.651976{col 67}{space 3} 2.746704
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.719194{col 26}{space 2} .0124882{col 37}{space 1}  217.74{col 46}{space 3}0.000{col 54}{space 4} 2.694704{col 67}{space 3} 2.743684
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.737116{col 26}{space 2} .0060328{col 37}{space 1}  453.70{col 46}{space 3}0.000{col 54}{space 4} 2.725286{col 67}{space 3} 2.748947
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.753106{col 26}{space 2} .0089209{col 37}{space 1}  308.61{col 46}{space 3}0.000{col 54}{space 4} 2.735612{col 67}{space 3}   2.7706
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.767164{col 26}{space 2} .0132858{col 37}{space 1}  208.28{col 46}{space 3}0.000{col 54}{space 4}  2.74111{col 67}{space 3} 2.793218
{txt}{space 10}7  {c |}{col 14}{res}{space 2}  2.77929{col 26}{space 2} .0159454{col 37}{space 1}  174.30{col 46}{space 3}0.000{col 54}{space 4}  2.74802{col 67}{space 3}  2.81056
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.789484{col 26}{space 2} .0166119{col 37}{space 1}  167.92{col 46}{space 3}0.000{col 54}{space 4} 2.756907{col 67}{space 3} 2.822061
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.797746{col 26}{space 2} .0155183{col 37}{space 1}  180.29{col 46}{space 3}0.000{col 54}{space 4} 2.767313{col 67}{space 3} 2.828178
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.804075{col 26}{space 2} .0135694{col 37}{space 1}  206.65{col 46}{space 3}0.000{col 54}{space 4} 2.777465{col 67}{space 3} 2.830686
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.808473{col 26}{space 2} .0133132{col 37}{space 1}  210.95{col 46}{space 3}0.000{col 54}{space 4} 2.782365{col 67}{space 3} 2.834581
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1200b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1200b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1200b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1100b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res} 10723.16
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9003
                                                {txt}Root MSE          =    {res} .22052

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1100b {c |}{col 23}{res}{space 2}  .221514{col 35}{space 2} .1510656{col 46}{space 1}    1.47{col 55}{space 3}0.143{col 63}{space 4}-.0747341{col 76}{space 3} .5177621
{txt}{space 13}msd1100b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1100b#c.msd1100b {c |}{col 23}{res}{space 2} -.087623{col 35}{space 2} .1178544{col 46}{space 1}   -0.74{col 55}{space 3}0.457{col 63}{space 4}-.3187421{col 76}{space 3}  .143496
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .0957037{col 35}{space 2} .0258292{col 46}{space 1}    3.71{col 55}{space 3}0.000{col 63}{space 4} .0450511{col 76}{space 3} .1463562
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000973{col 35}{space 2} .0000202{col 46}{space 1}    4.83{col 55}{space 3}0.000{col 63}{space 4} .0000578{col 76}{space 3} .0001368
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003981{col 35}{space 2} .0000682{col 46}{space 1}   -5.84{col 55}{space 3}0.000{col 63}{space 4}-.0005319{col 76}{space 3}-.0002643
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0570969{col 35}{space 2} .0207688{col 46}{space 1}    2.75{col 55}{space 3}0.006{col 63}{space 4}  .016368{col 76}{space 3} .0978257
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.42e-07{col 35}{space 2} 1.25e-07{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4}-6.87e-07{col 76}{space 3}-1.98e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}  .022397{col 35}{space 2} .0031056{col 46}{space 1}    7.21{col 55}{space 3}0.000{col 63}{space 4} .0163067{col 76}{space 3} .0284873
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0222106{col 35}{space 2} .0116278{col 46}{space 1}    1.91{col 55}{space 3}0.056{col 63}{space 4}-.0005921{col 76}{space 3} .0450134
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} -.000677{col 35}{space 2}  .000237{col 46}{space 1}   -2.86{col 55}{space 3}0.004{col 63}{space 4}-.0011417{col 76}{space 3}-.0002122
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2} -.262174{col 35}{space 2} .0808662{col 46}{space 1}   -3.24{col 55}{space 3}0.001{col 63}{space 4}-.4207572{col 76}{space 3}-.1035909
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.460757{col 35}{space 2} .0629204{col 46}{space 1}  -23.22{col 55}{space 3}0.000{col 63}{space 4}-1.584147{col 76}{space 3}-1.337366
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.66689{col 35}{space 2} .1100739{col 46}{space 1}  -15.14{col 55}{space 3}0.000{col 63}{space 4}-1.882751{col 76}{space 3}-1.451029
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6875153{col 35}{space 2} .0987882{col 46}{space 1}    6.96{col 55}{space 3}0.000{col 63}{space 4} .4937862{col 76}{space 3} .8812443
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .2045545{col 35}{space 2} .0990275{col 46}{space 1}    2.07{col 55}{space 3}0.039{col 63}{space 4} .0103562{col 76}{space 3} .3987528
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2810196{col 35}{space 2} .0832392{col 46}{space 1}    3.38{col 55}{space 3}0.001{col 63}{space 4} .1177829{col 76}{space 3} .4442564
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9152503{col 35}{space 2} .1078695{col 46}{space 1}    8.48{col 55}{space 3}0.000{col 63}{space 4} .7037122{col 76}{space 3} 1.126788
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0240569{col 35}{space 2}   .09082{col 46}{space 1}    0.26{col 55}{space 3}0.791{col 63}{space 4}-.1540462{col 76}{space 3}   .20216
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4457545{col 35}{space 2} .0833388{col 46}{space 1}   -5.35{col 55}{space 3}0.000{col 63}{space 4}-.6091865{col 76}{space 3}-.2823224
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.353667{col 35}{space 2} .1625218{col 46}{space 1}   -8.33{col 55}{space 3}0.000{col 63}{space 4}-1.672381{col 76}{space 3}-1.034953
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3307209{col 35}{space 2} .1036513{col 46}{space 1}    3.19{col 55}{space 3}0.001{col 63}{space 4}  .127455{col 76}{space 3} .5339868
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9801883{col 35}{space 2} .0997987{col 46}{space 1}   -9.82{col 55}{space 3}0.000{col 63}{space 4}-1.175899{col 76}{space 3}-.7844774
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2871887{col 35}{space 2} .0861543{col 46}{space 1}    3.33{col 55}{space 3}0.001{col 63}{space 4} .1182353{col 76}{space 3} .4561421
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7637976{col 35}{space 2} .1327139{col 46}{space 1}   -5.76{col 55}{space 3}0.000{col 63}{space 4}-1.024057{col 76}{space 3}-.5035384
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4243979{col 35}{space 2} .1587668{col 46}{space 1}   -2.67{col 55}{space 3}0.008{col 63}{space 4}-.7357483{col 76}{space 3}-.1130475
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8029705{col 35}{space 2} .0752567{col 46}{space 1}  -10.67{col 55}{space 3}0.000{col 63}{space 4} -.950553{col 76}{space 3} -.655388
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6703821{col 35}{space 2}  .093033{col 46}{space 1}   -7.21{col 55}{space 3}0.000{col 63}{space 4}-.8528251{col 76}{space 3}-.4879392
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5635564{col 35}{space 2} .0795919{col 46}{space 1}   -7.08{col 55}{space 3}0.000{col 63}{space 4}-.7196406{col 76}{space 3}-.4074722
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2} -.150955{col 35}{space 2} .1165936{col 46}{space 1}   -1.29{col 55}{space 3}0.196{col 63}{space 4}-.3796015{col 76}{space 3} .0776916
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7372712{col 35}{space 2} .1215183{col 46}{space 1}   -6.07{col 55}{space 3}0.000{col 63}{space 4}-.9755753{col 76}{space 3}-.4989672
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5698322{col 35}{space 2} .0957397{col 46}{space 1}    5.95{col 55}{space 3}0.000{col 63}{space 4} .3820814{col 76}{space 3} .7575831
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7232243{col 35}{space 2} .1265391{col 46}{space 1}    5.72{col 55}{space 3}0.000{col 63}{space 4} .4750741{col 76}{space 3} .9713745
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5238856{col 35}{space 2} .1196867{col 46}{space 1}   -4.38{col 55}{space 3}0.000{col 63}{space 4}-.7585979{col 76}{space 3}-.2891733
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5380941{col 35}{space 2} .1312178{col 46}{space 1}   -4.10{col 55}{space 3}0.000{col 63}{space 4}-.7954194{col 76}{space 3}-.2807688
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3541761{col 35}{space 2} .0650375{col 46}{space 1}    5.45{col 55}{space 3}0.000{col 63}{space 4} .2266339{col 76}{space 3} .4817183
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.249115{col 35}{space 2} .1666676{col 46}{space 1}   -7.49{col 55}{space 3}0.000{col 63}{space 4} -1.57596{col 76}{space 3}-.9222711
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.102958{col 35}{space 2} .0674455{col 46}{space 1}  -16.35{col 55}{space 3}0.000{col 63}{space 4}-1.235223{col 76}{space 3}-.9706939
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4227426{col 35}{space 2} .1012702{col 46}{space 1}    4.17{col 55}{space 3}0.000{col 63}{space 4} .2241461{col 76}{space 3} .6213391
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3867434{col 35}{space 2} .1127151{col 46}{space 1}    3.43{col 55}{space 3}0.001{col 63}{space 4} .1657029{col 76}{space 3} .6077839
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}  1.50797{col 35}{space 2} .0824499{col 46}{space 1}   18.29{col 55}{space 3}0.000{col 63}{space 4} 1.346281{col 76}{space 3} 1.669659
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5200716{col 35}{space 2} .0915479{col 46}{space 1}    5.68{col 55}{space 3}0.000{col 63}{space 4}  .340541{col 76}{space 3} .6996021
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3155062{col 35}{space 2} .2331412{col 46}{space 1}   -1.35{col 55}{space 3}0.176{col 63}{space 4}-.7727091{col 76}{space 3} .1416966
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.508204{col 35}{space 2} .4275307{col 46}{space 1}   -3.53{col 55}{space 3}0.000{col 63}{space 4}-2.346616{col 76}{space 3} -.669793
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2541518{col 35}{space 2} .1014472{col 46}{space 1}    2.51{col 55}{space 3}0.012{col 63}{space 4} .0552082{col 76}{space 3} .4530954
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7185112{col 35}{space 2} .1092843{col 46}{space 1}    6.57{col 55}{space 3}0.000{col 63}{space 4} .5041987{col 76}{space 3} .9328236
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4093695{col 35}{space 2} .0962283{col 46}{space 1}   -4.25{col 55}{space 3}0.000{col 63}{space 4}-.5980786{col 76}{space 3}-.2206605
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0900493{col 35}{space 2} .0841279{col 46}{space 1}   -1.07{col 55}{space 3}0.285{col 63}{space 4}-.2550287{col 76}{space 3}   .07493
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.312375{col 35}{space 2}  .262364{col 46}{space 1}    5.00{col 55}{space 3}0.000{col 63}{space 4} .7978649{col 76}{space 3} 1.826885
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1100b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.681043{col 26}{space 2} .0339254{col 37}{space 1}   79.03{col 46}{space 3}0.000{col 54}{space 4} 2.614513{col 67}{space 3} 2.747573
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.702318{col 26}{space 2} .0204149{col 37}{space 1}  132.37{col 46}{space 3}0.000{col 54}{space 4} 2.662283{col 67}{space 3} 2.742353
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.721841{col 26}{space 2} .0099373{col 37}{space 1}  273.90{col 46}{space 3}0.000{col 54}{space 4} 2.702353{col 67}{space 3} 2.741328
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.739611{col 26}{space 2} .0059587{col 37}{space 1}  459.77{col 46}{space 3}0.000{col 54}{space 4} 2.727926{col 67}{space 3} 2.751296
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.755629{col 26}{space 2} .0099495{col 37}{space 1}  276.96{col 46}{space 3}0.000{col 54}{space 4} 2.736117{col 67}{space 3}  2.77514
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.769894{col 26}{space 2} .0139464{col 37}{space 1}  198.61{col 46}{space 3}0.000{col 54}{space 4} 2.742544{col 67}{space 3} 2.797244
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.782407{col 26}{space 2} .0161451{col 37}{space 1}  172.34{col 46}{space 3}0.000{col 54}{space 4} 2.750746{col 67}{space 3} 2.814068
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.793167{col 26}{space 2} .0164146{col 37}{space 1}  170.16{col 46}{space 3}0.000{col 54}{space 4} 2.760977{col 67}{space 3} 2.825357
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.802175{col 26}{space 2} .0150375{col 37}{space 1}  186.35{col 46}{space 3}0.000{col 54}{space 4} 2.772686{col 67}{space 3} 2.831665
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.809431{col 26}{space 2} .0130138{col 37}{space 1}  215.88{col 46}{space 3}0.000{col 54}{space 4}  2.78391{col 67}{space 3} 2.834952
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.814934{col 26}{space 2} .0130808{col 37}{space 1}  215.20{col 46}{space 3}0.000{col 54}{space 4} 2.789282{col 67}{space 3} 2.840586
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1100b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1100b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1100b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1000b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res} 28451.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9004
                                                {txt}Root MSE          =    {res} .22041

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1000b {c |}{col 23}{res}{space 2} .3295603{col 35}{space 2} .1355986{col 46}{space 1}    2.43{col 55}{space 3}0.015{col 63}{space 4}  .063644{col 76}{space 3} .5954766
{txt}{space 13}msd1000b {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1000b#c.msd1000b {c |}{col 23}{res}{space 2}-.1795734{col 35}{space 2} .1086041{col 46}{space 1}   -1.65{col 55}{space 3}0.098{col 63}{space 4} -.392552{col 76}{space 3} .0334052
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .0983791{col 35}{space 2} .0256268{col 46}{space 1}    3.84{col 55}{space 3}0.000{col 63}{space 4} .0481235{col 76}{space 3} .1486348
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000983{col 35}{space 2} .0000202{col 46}{space 1}    4.86{col 55}{space 3}0.000{col 63}{space 4} .0000587{col 76}{space 3} .0001379
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003909{col 35}{space 2} .0000678{col 46}{space 1}   -5.76{col 55}{space 3}0.000{col 63}{space 4} -.000524{col 76}{space 3}-.0002578
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0543076{col 35}{space 2} .0206593{col 46}{space 1}    2.63{col 55}{space 3}0.009{col 63}{space 4} .0137936{col 76}{space 3} .0948216
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.18e-07{col 35}{space 2} 1.26e-07{col 46}{space 1}   -3.33{col 55}{space 3}0.001{col 63}{space 4}-6.64e-07{col 76}{space 3}-1.72e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0216932{col 35}{space 2}  .003113{col 46}{space 1}    6.97{col 55}{space 3}0.000{col 63}{space 4} .0155885{col 76}{space 3} .0277979
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0222213{col 35}{space 2}  .011582{col 46}{space 1}    1.92{col 55}{space 3}0.055{col 63}{space 4}-.0004916{col 76}{space 3} .0449342
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006685{col 35}{space 2} .0002353{col 46}{space 1}   -2.84{col 55}{space 3}0.005{col 63}{space 4}-.0011299{col 76}{space 3}-.0002071
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2605059{col 35}{space 2} .0801477{col 46}{space 1}   -3.25{col 55}{space 3}0.001{col 63}{space 4}-.4176799{col 76}{space 3}-.1033319
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.466521{col 35}{space 2} .0620777{col 46}{space 1}  -23.62{col 55}{space 3}0.000{col 63}{space 4}-1.588259{col 76}{space 3}-1.344783
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.656521{col 35}{space 2} .1103298{col 46}{space 1}  -15.01{col 55}{space 3}0.000{col 63}{space 4}-1.872884{col 76}{space 3}-1.440158
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .6993336{col 35}{space 2} .0981402{col 46}{space 1}    7.13{col 55}{space 3}0.000{col 63}{space 4} .5068753{col 76}{space 3}  .891792
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .2212758{col 35}{space 2} .0994745{col 46}{space 1}    2.22{col 55}{space 3}0.026{col 63}{space 4} .0262008{col 76}{space 3} .4163509
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2937981{col 35}{space 2} .0836117{col 46}{space 1}    3.51{col 55}{space 3}0.000{col 63}{space 4} .1298308{col 76}{space 3} .4577654
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9165069{col 35}{space 2} .1057902{col 46}{space 1}    8.66{col 55}{space 3}0.000{col 63}{space 4} .7090465{col 76}{space 3} 1.123967
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0430315{col 35}{space 2} .0914724{col 46}{space 1}    0.47{col 55}{space 3}0.638{col 63}{space 4} -.136351{col 76}{space 3} .2224139
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}  -.44064{col 35}{space 2} .0835157{col 46}{space 1}   -5.28{col 55}{space 3}0.000{col 63}{space 4}-.6044188{col 76}{space 3}-.2768612
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.346278{col 35}{space 2} .1630887{col 46}{space 1}   -8.25{col 55}{space 3}0.000{col 63}{space 4}-1.666104{col 76}{space 3}-1.026452
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3452851{col 35}{space 2} .1047303{col 46}{space 1}    3.30{col 55}{space 3}0.001{col 63}{space 4} .1399033{col 76}{space 3} .5506669
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2} -.976608{col 35}{space 2} .0998561{col 46}{space 1}   -9.78{col 55}{space 3}0.000{col 63}{space 4}-1.172431{col 76}{space 3}-.7807846
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2945472{col 35}{space 2}  .086135{col 46}{space 1}    3.42{col 55}{space 3}0.001{col 63}{space 4} .1256318{col 76}{space 3} .4634627
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7509186{col 35}{space 2} .1332356{col 46}{space 1}   -5.64{col 55}{space 3}0.000{col 63}{space 4}-1.012201{col 76}{space 3}-.4896362
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4164556{col 35}{space 2} .1593638{col 46}{space 1}   -2.61{col 55}{space 3}0.009{col 63}{space 4}-.7289768{col 76}{space 3}-.1039344
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8073714{col 35}{space 2} .0734499{col 46}{space 1}  -10.99{col 55}{space 3}0.000{col 63}{space 4}-.9514108{col 76}{space 3}-.6633319
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6650623{col 35}{space 2} .0938323{col 46}{space 1}   -7.09{col 55}{space 3}0.000{col 63}{space 4}-.8490727{col 76}{space 3} -.481052
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2} -.550475{col 35}{space 2} .0807371{col 46}{space 1}   -6.82{col 55}{space 3}0.000{col 63}{space 4}-.7088048{col 76}{space 3}-.3921451
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1330684{col 35}{space 2} .1172292{col 46}{space 1}   -1.14{col 55}{space 3}0.256{col 63}{space 4}-.3629613{col 76}{space 3} .0968246
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7265454{col 35}{space 2} .1224182{col 46}{space 1}   -5.93{col 55}{space 3}0.000{col 63}{space 4}-.9666143{col 76}{space 3}-.4864765
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5802034{col 35}{space 2} .0966581{col 46}{space 1}    6.00{col 55}{space 3}0.000{col 63}{space 4} .3906515{col 76}{space 3} .7697554
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7025919{col 35}{space 2} .1265235{col 46}{space 1}    5.55{col 55}{space 3}0.000{col 63}{space 4} .4544724{col 76}{space 3} .9507114
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5160874{col 35}{space 2} .1198995{col 46}{space 1}   -4.30{col 55}{space 3}0.000{col 63}{space 4} -.751217{col 76}{space 3}-.2809578
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5232652{col 35}{space 2} .1326989{col 46}{space 1}   -3.94{col 55}{space 3}0.000{col 63}{space 4}-.7834951{col 76}{space 3}-.2630354
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3645891{col 35}{space 2} .0664187{col 46}{space 1}    5.49{col 55}{space 3}0.000{col 63}{space 4} .2343382{col 76}{space 3} .4948399
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2} -1.24241{col 35}{space 2} .1676976{col 46}{space 1}   -7.41{col 55}{space 3}0.000{col 63}{space 4}-1.571275{col 76}{space 3}-.9135461
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2} -1.09697{col 35}{space 2} .0675122{col 46}{space 1}  -16.25{col 55}{space 3}0.000{col 63}{space 4}-1.229365{col 76}{space 3}-.9645745
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4324775{col 35}{space 2} .1009516{col 46}{space 1}    4.28{col 55}{space 3}0.000{col 63}{space 4} .2345059{col 76}{space 3} .6304491
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .4012578{col 35}{space 2} .1144925{col 46}{space 1}    3.50{col 55}{space 3}0.000{col 63}{space 4} .1767317{col 76}{space 3} .6257839
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.520611{col 35}{space 2} .0845481{col 46}{space 1}   17.99{col 55}{space 3}0.000{col 63}{space 4} 1.354807{col 76}{space 3} 1.686414
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5159463{col 35}{space 2} .0897224{col 46}{space 1}    5.75{col 55}{space 3}0.000{col 63}{space 4} .3399956{col 76}{space 3} .6918969
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3297184{col 35}{space 2} .2330342{col 46}{space 1}   -1.41{col 55}{space 3}0.157{col 63}{space 4}-.7867114{col 76}{space 3} .1272745
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.495675{col 35}{space 2} .4276488{col 46}{space 1}   -3.50{col 55}{space 3}0.000{col 63}{space 4}-2.334318{col 76}{space 3}-.6570317
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2703943{col 35}{space 2} .1028296{col 46}{space 1}    2.63{col 55}{space 3}0.009{col 63}{space 4} .0687397{col 76}{space 3} .4720489
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7163921{col 35}{space 2} .1066654{col 46}{space 1}    6.72{col 55}{space 3}0.000{col 63}{space 4} .5072153{col 76}{space 3} .9255688
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4079916{col 35}{space 2} .0952982{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4}-.5948767{col 76}{space 3}-.2211065
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0914307{col 35}{space 2} .0832799{col 46}{space 1}   -1.10{col 55}{space 3}0.272{col 63}{space 4}-.2547472{col 76}{space 3} .0718859
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.331327{col 35}{space 2} .2626744{col 46}{space 1}    5.07{col 55}{space 3}0.000{col 63}{space 4} .8162084{col 76}{space 3} 1.846446
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1000b}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.663449{col 26}{space 2} .0289687{col 37}{space 1}   91.94{col 46}{space 3}0.000{col 54}{space 4}  2.60664{col 67}{space 3} 2.720258
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.694609{col 26}{space 2} .0170041{col 37}{space 1}  158.47{col 46}{space 3}0.000{col 54}{space 4} 2.661264{col 67}{space 3} 2.727955
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.722178{col 26}{space 2} .0081607{col 37}{space 1}  333.57{col 46}{space 3}0.000{col 54}{space 4} 2.706175{col 67}{space 3} 2.738182
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.746156{col 26}{space 2} .0062871{col 37}{space 1}  436.79{col 46}{space 3}0.000{col 54}{space 4} 2.733826{col 67}{space 3} 2.758485
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.766542{col 26}{space 2} .0102082{col 37}{space 1}  271.01{col 46}{space 3}0.000{col 54}{space 4} 2.746523{col 67}{space 3}  2.78656
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.783336{col 26}{space 2} .0136096{col 37}{space 1}  204.51{col 46}{space 3}0.000{col 54}{space 4} 2.756647{col 67}{space 3} 2.810025
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.796539{col 26}{space 2} .0153446{col 37}{space 1}  182.25{col 46}{space 3}0.000{col 54}{space 4} 2.766447{col 67}{space 3} 2.826631
{txt}{space 10}8  {c |}{col 14}{res}{space 2}  2.80615{col 26}{space 2}  .015366{col 37}{space 1}  182.62{col 46}{space 3}0.000{col 54}{space 4} 2.776017{col 67}{space 3} 2.836284
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  2.81217{col 26}{space 2} .0140251{col 37}{space 1}  200.51{col 46}{space 3}0.000{col 54}{space 4} 2.784666{col 67}{space 3} 2.839674
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.814599{col 26}{space 2} .0124513{col 37}{space 1}  226.05{col 46}{space 3}0.000{col 54}{space 4} 2.790181{col 67}{space 3} 2.839017
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.813436{col 26}{space 2} .0133128{col 37}{space 1}  211.33{col 46}{space 3}0.000{col 54}{space 4} 2.787329{col 67}{space 3} 2.839543
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1000b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1000b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1000b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd900b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res} 28855.45
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9005
                                                {txt}Root MSE          =    {res} .22038

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd900b {c |}{col 21}{res}{space 2} .4073499{col 33}{space 2} .1245429{col 44}{space 1}    3.27{col 53}{space 3}0.001{col 61}{space 4} .1631144{col 74}{space 3} .6515853
{txt}{space 12}msd900b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd900b#c.msd900b {c |}{col 21}{res}{space 2}   -.2479{col 33}{space 2} .1005503{col 44}{space 1}   -2.47{col 53}{space 3}0.014{col 61}{space 4}-.4450847{col 74}{space 3}-.0507154
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .0998894{col 33}{space 2} .0255757{col 44}{space 1}    3.91{col 53}{space 3}0.000{col 61}{space 4}  .049734{col 74}{space 3} .1500448
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000981{col 33}{space 2} .0000202{col 44}{space 1}    4.85{col 53}{space 3}0.000{col 61}{space 4} .0000585{col 74}{space 3} .0001378
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000388{col 33}{space 2} .0000679{col 44}{space 1}   -5.71{col 53}{space 3}0.000{col 61}{space 4}-.0005212{col 74}{space 3}-.0002547
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0521709{col 33}{space 2} .0205545{col 44}{space 1}    2.54{col 53}{space 3}0.011{col 61}{space 4} .0118624{col 74}{space 3} .0924794
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.24e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.38{col 53}{space 3}0.001{col 61}{space 4}-6.71e-07{col 74}{space 3}-1.78e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0212892{col 33}{space 2} .0030996{col 44}{space 1}    6.87{col 53}{space 3}0.000{col 61}{space 4} .0152107{col 74}{space 3} .0273678
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0211996{col 33}{space 2} .0115598{col 44}{space 1}    1.83{col 53}{space 3}0.067{col 61}{space 4}-.0014698{col 74}{space 3} .0438689
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0006427{col 33}{space 2} .0002348{col 44}{space 1}   -2.74{col 53}{space 3}0.006{col 61}{space 4}-.0011031{col 74}{space 3}-.0001823
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2474259{col 33}{space 2} .0806993{col 44}{space 1}   -3.07{col 53}{space 3}0.002{col 61}{space 4}-.4056817{col 74}{space 3}-.0891701
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.473001{col 33}{space 2} .0619894{col 44}{space 1}  -23.76{col 53}{space 3}0.000{col 61}{space 4}-1.594565{col 74}{space 3}-1.351436
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.658446{col 33}{space 2} .1101088{col 44}{space 1}  -15.06{col 53}{space 3}0.000{col 61}{space 4}-1.874375{col 74}{space 3}-1.442517
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7002618{col 33}{space 2} .0989258{col 44}{space 1}    7.08{col 53}{space 3}0.000{col 61}{space 4} .5062628{col 74}{space 3} .8942607
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2206926{col 33}{space 2} .0997032{col 44}{space 1}    2.21{col 53}{space 3}0.027{col 61}{space 4}  .025169{col 74}{space 3} .4162161
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2955931{col 33}{space 2} .0838634{col 44}{space 1}    3.52{col 53}{space 3}0.000{col 61}{space 4} .1311323{col 74}{space 3}  .460054
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9094773{col 33}{space 2} .1058019{col 44}{space 1}    8.60{col 53}{space 3}0.000{col 61}{space 4} .7019938{col 74}{space 3} 1.116961
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0542359{col 33}{space 2} .0922762{col 44}{space 1}    0.59{col 53}{space 3}0.557{col 61}{space 4}-.1267228{col 74}{space 3} .2351947
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4360715{col 33}{space 2}  .083994{col 44}{space 1}   -5.19{col 53}{space 3}0.000{col 61}{space 4}-.6007883{col 74}{space 3}-.2713547
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.348012{col 33}{space 2} .1631935{col 44}{space 1}   -8.26{col 53}{space 3}0.000{col 61}{space 4}-1.668043{col 74}{space 3} -1.02798
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .3429265{col 33}{space 2} .1049031{col 44}{space 1}    3.27{col 53}{space 3}0.001{col 61}{space 4} .1372058{col 74}{space 3} .5486473
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9761192{col 33}{space 2} .1000625{col 44}{space 1}   -9.76{col 53}{space 3}0.000{col 61}{space 4}-1.172347{col 74}{space 3} -.779891
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2918312{col 33}{space 2}  .086225{col 44}{space 1}    3.38{col 53}{space 3}0.001{col 61}{space 4} .1227392{col 74}{space 3} .4609232
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7552774{col 33}{space 2} .1333561{col 44}{space 1}   -5.66{col 53}{space 3}0.000{col 61}{space 4}-1.016796{col 74}{space 3}-.4937587
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4182697{col 33}{space 2} .1596183{col 44}{space 1}   -2.62{col 53}{space 3}0.009{col 61}{space 4}  -.73129{col 74}{space 3}-.1052493
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8133193{col 33}{space 2} .0733042{col 44}{space 1}  -11.10{col 53}{space 3}0.000{col 61}{space 4}-.9570728{col 74}{space 3}-.6695658
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6661305{col 33}{space 2} .0940282{col 44}{space 1}   -7.08{col 53}{space 3}0.000{col 61}{space 4}-.8505251{col 74}{space 3}-.4817359
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5487188{col 33}{space 2}  .081405{col 44}{space 1}   -6.74{col 53}{space 3}0.000{col 61}{space 4}-.7083585{col 74}{space 3}-.3890791
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1377009{col 33}{space 2} .1175384{col 44}{space 1}   -1.17{col 53}{space 3}0.242{col 61}{space 4}-.3682002{col 74}{space 3} .0927983
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7260579{col 33}{space 2}  .123077{col 44}{space 1}   -5.90{col 53}{space 3}0.000{col 61}{space 4}-.9674186{col 74}{space 3}-.4846972
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5781853{col 33}{space 2} .0967316{col 44}{space 1}    5.98{col 53}{space 3}0.000{col 61}{space 4} .3884892{col 74}{space 3} .7678813
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7238928{col 33}{space 2} .1253675{col 44}{space 1}    5.77{col 53}{space 3}0.000{col 61}{space 4} .4780402{col 74}{space 3} .9697454
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5168195{col 33}{space 2} .1202919{col 44}{space 1}   -4.30{col 53}{space 3}0.000{col 61}{space 4}-.7527186{col 74}{space 3}-.2809205
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5222394{col 33}{space 2} .1334929{col 44}{space 1}   -3.91{col 53}{space 3}0.000{col 61}{space 4}-.7840263{col 74}{space 3}-.2604525
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3707535{col 33}{space 2} .0668366{col 44}{space 1}    5.55{col 53}{space 3}0.000{col 61}{space 4} .2396832{col 74}{space 3} .5018238
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.240224{col 33}{space 2} .1680235{col 44}{space 1}   -7.38{col 53}{space 3}0.000{col 61}{space 4}-1.569728{col 74}{space 3} -.910721
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.094981{col 33}{space 2} .0677313{col 44}{space 1}  -16.17{col 53}{space 3}0.000{col 61}{space 4}-1.227806{col 74}{space 3}-.9621565
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4357928{col 33}{space 2}  .100465{col 44}{space 1}    4.34{col 53}{space 3}0.000{col 61}{space 4} .2387755{col 74}{space 3} .6328101
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .4029804{col 33}{space 2} .1145787{col 44}{space 1}    3.52{col 53}{space 3}0.000{col 61}{space 4} .1782854{col 74}{space 3} .6276755
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.521718{col 33}{space 2} .0844655{col 44}{space 1}   18.02{col 53}{space 3}0.000{col 61}{space 4} 1.356077{col 74}{space 3}  1.68736
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5115136{col 33}{space 2} .0895071{col 44}{space 1}    5.71{col 53}{space 3}0.000{col 61}{space 4} .3359852{col 74}{space 3}  .687042
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3339824{col 33}{space 2} .2328594{col 44}{space 1}   -1.43{col 53}{space 3}0.152{col 61}{space 4}-.7906326{col 74}{space 3} .1226679
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.495591{col 33}{space 2} .4275206{col 44}{space 1}   -3.50{col 53}{space 3}0.000{col 61}{space 4}-2.333983{col 74}{space 3}-.6571994
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2734716{col 33}{space 2} .1033697{col 44}{space 1}    2.65{col 53}{space 3}0.008{col 61}{space 4} .0707579{col 74}{space 3} .4761852
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7057665{col 33}{space 2} .1064396{col 44}{space 1}    6.63{col 53}{space 3}0.000{col 61}{space 4} .4970326{col 74}{space 3} .9145004
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.3984665{col 33}{space 2}     .096{col 44}{space 1}   -4.15{col 53}{space 3}0.000{col 61}{space 4}-.5867278{col 74}{space 3}-.2102052
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0951982{col 33}{space 2}  .082488{col 44}{space 1}   -1.15{col 53}{space 3}0.249{col 61}{space 4}-.2569618{col 74}{space 3} .0665654
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.350181{col 33}{space 2} .2619812{col 44}{space 1}    5.15{col 53}{space 3}0.000{col 61}{space 4} .8364217{col 74}{space 3} 1.863941
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd900b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.652503{col 26}{space 2} .0263419{col 37}{space 1}  100.70{col 46}{space 3}0.000{col 54}{space 4} 2.600845{col 67}{space 3} 2.704161
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.690759{col 26}{space 2} .0154269{col 37}{space 1}  174.42{col 46}{space 3}0.000{col 54}{space 4} 2.660506{col 67}{space 3} 2.721012
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.724057{col 26}{space 2}   .00751{col 37}{space 1}  362.72{col 46}{space 3}0.000{col 54}{space 4}  2.70933{col 67}{space 3} 2.738785
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.752397{col 26}{space 2} .0061586{col 37}{space 1}  446.92{col 46}{space 3}0.000{col 54}{space 4}  2.74032{col 67}{space 3} 2.764474
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.775779{col 26}{space 2} .0097794{col 37}{space 1}  283.84{col 46}{space 3}0.000{col 54}{space 4} 2.756601{col 67}{space 3} 2.794957
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.794203{col 26}{space 2} .0129173{col 37}{space 1}  216.31{col 46}{space 3}0.000{col 54}{space 4} 2.768871{col 67}{space 3} 2.819535
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.807669{col 26}{space 2} .0146007{col 37}{space 1}  192.30{col 46}{space 3}0.000{col 54}{space 4} 2.779036{col 67}{space 3} 2.836302
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.816177{col 26}{space 2} .0148483{col 37}{space 1}  189.66{col 46}{space 3}0.000{col 54}{space 4} 2.787059{col 67}{space 3} 2.845295
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.819727{col 26}{space 2} .0141014{col 37}{space 1}  199.96{col 46}{space 3}0.000{col 54}{space 4} 2.792073{col 67}{space 3} 2.847381
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.818319{col 26}{space 2} .0135168{col 37}{space 1}  208.51{col 46}{space 3}0.000{col 54}{space 4} 2.791812{col 67}{space 3} 2.844826
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.811953{col 26}{space 2} .0151884{col 37}{space 1}  185.14{col 46}{space 3}0.000{col 54}{space 4} 2.782168{col 67}{space 3} 2.841738
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd900b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd900b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd900b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd800b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  8277.31
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9001
                                                {txt}Root MSE          =    {res} .22074

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd800b {c |}{col 21}{res}{space 2} .4977676{col 33}{space 2} .1204022{col 44}{space 1}    4.13{col 53}{space 3}0.000{col 61}{space 4} .2616523{col 74}{space 3} .7338829
{txt}{space 12}msd800b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd800b#c.msd800b {c |}{col 21}{res}{space 2}-.3858107{col 33}{space 2} .0999643{col 44}{space 1}   -3.86{col 53}{space 3}0.000{col 61}{space 4}-.5818462{col 74}{space 3}-.1897752
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1122239{col 33}{space 2} .0252376{col 44}{space 1}    4.45{col 53}{space 3}0.000{col 61}{space 4} .0627317{col 74}{space 3} .1617162
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000952{col 33}{space 2} .0000206{col 44}{space 1}    4.63{col 53}{space 3}0.000{col 61}{space 4} .0000549{col 74}{space 3} .0001355
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003578{col 33}{space 2} .0000677{col 44}{space 1}   -5.28{col 53}{space 3}0.000{col 61}{space 4}-.0004905{col 74}{space 3} -.000225
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0495226{col 33}{space 2}   .02057{col 44}{space 1}    2.41{col 53}{space 3}0.016{col 61}{space 4} .0091836{col 74}{space 3} .0898615
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.33e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.44{col 53}{space 3}0.001{col 61}{space 4}-6.80e-07{col 74}{space 3}-1.87e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0211036{col 33}{space 2} .0031198{col 44}{space 1}    6.76{col 53}{space 3}0.000{col 61}{space 4} .0149855{col 74}{space 3} .0272218
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0186263{col 33}{space 2} .0116136{col 44}{space 1}    1.60{col 53}{space 3}0.109{col 61}{space 4}-.0041486{col 74}{space 3} .0414012
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0006172{col 33}{space 2} .0002363{col 44}{space 1}   -2.61{col 53}{space 3}0.009{col 61}{space 4}-.0010806{col 74}{space 3}-.0001539
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2621769{col 33}{space 2} .0809962{col 44}{space 1}   -3.24{col 53}{space 3}0.001{col 61}{space 4} -.421015{col 74}{space 3}-.1033388
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.477365{col 33}{space 2} .0621253{col 44}{space 1}  -23.78{col 53}{space 3}0.000{col 61}{space 4}-1.599196{col 74}{space 3}-1.355533
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.663067{col 33}{space 2} .1101659{col 44}{space 1}  -15.10{col 53}{space 3}0.000{col 61}{space 4}-1.879109{col 74}{space 3}-1.447026
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7299139{col 33}{space 2} .0983109{col 44}{space 1}    7.42{col 53}{space 3}0.000{col 61}{space 4} .5371208{col 74}{space 3}  .922707
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1813787{col 33}{space 2} .1003632{col 44}{space 1}    1.81{col 53}{space 3}0.071{col 61}{space 4}-.0154392{col 74}{space 3} .3781965
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2974559{col 33}{space 2} .0835159{col 44}{space 1}    3.56{col 53}{space 3}0.000{col 61}{space 4} .1336766{col 74}{space 3} .4612352
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .8903007{col 33}{space 2} .1065026{col 44}{space 1}    8.36{col 53}{space 3}0.000{col 61}{space 4} .6814432{col 74}{space 3} 1.099158
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0318929{col 33}{space 2}  .094416{col 44}{space 1}    0.34{col 53}{space 3}0.736{col 61}{space 4} -.153262{col 74}{space 3} .2170478
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4480342{col 33}{space 2} .0842572{col 44}{space 1}   -5.32{col 53}{space 3}0.000{col 61}{space 4}-.6132672{col 74}{space 3}-.2828011
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.351003{col 33}{space 2} .1623476{col 44}{space 1}   -8.32{col 53}{space 3}0.000{col 61}{space 4}-1.669376{col 74}{space 3}-1.032631
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2984841{col 33}{space 2} .1056808{col 44}{space 1}    2.82{col 53}{space 3}0.005{col 61}{space 4} .0912382{col 74}{space 3}   .50573
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9802694{col 33}{space 2} .0995988{col 44}{space 1}   -9.84{col 53}{space 3}0.000{col 61}{space 4}-1.175588{col 74}{space 3}-.7849506
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2812391{col 33}{space 2} .0872118{col 44}{space 1}    3.22{col 53}{space 3}0.001{col 61}{space 4}  .110212{col 74}{space 3} .4522663
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7568505{col 33}{space 2} .1335402{col 44}{space 1}   -5.67{col 53}{space 3}0.000{col 61}{space 4} -1.01873{col 74}{space 3}-.4949709
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4228635{col 33}{space 2} .1596507{col 44}{space 1}   -2.65{col 53}{space 3}0.008{col 61}{space 4}-.7359473{col 74}{space 3}-.1097797
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8203943{col 33}{space 2} .0735941{col 44}{space 1}  -11.15{col 53}{space 3}0.000{col 61}{space 4}-.9647163{col 74}{space 3}-.6760723
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2} -.678619{col 33}{space 2} .0942956{col 44}{space 1}   -7.20{col 53}{space 3}0.000{col 61}{space 4}-.8635379{col 74}{space 3}-.4937002
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5562603{col 33}{space 2} .0825535{col 44}{space 1}   -6.74{col 53}{space 3}0.000{col 61}{space 4}-.7181523{col 74}{space 3}-.3943683
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1874721{col 33}{space 2} .1180394{col 44}{space 1}   -1.59{col 53}{space 3}0.112{col 61}{space 4}-.4189538{col 74}{space 3} .0440097
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2} -.725001{col 33}{space 2} .1231375{col 44}{space 1}   -5.89{col 53}{space 3}0.000{col 61}{space 4}-.9664804{col 74}{space 3}-.4835216
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}  .547599{col 33}{space 2} .0974473{col 44}{space 1}    5.62{col 53}{space 3}0.000{col 61}{space 4} .3564995{col 74}{space 3} .7386985
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7652206{col 33}{space 2} .1261521{col 44}{space 1}    6.07{col 53}{space 3}0.000{col 61}{space 4} .5178293{col 74}{space 3} 1.012612
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5210653{col 33}{space 2} .1204222{col 44}{space 1}   -4.33{col 53}{space 3}0.000{col 61}{space 4}-.7572198{col 74}{space 3}-.2849108
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5202774{col 33}{space 2} .1333462{col 44}{space 1}   -3.90{col 53}{space 3}0.000{col 61}{space 4}-.7817765{col 74}{space 3}-.2587782
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3573135{col 33}{space 2} .0673425{col 44}{space 1}    5.31{col 53}{space 3}0.000{col 61}{space 4} .2252511{col 74}{space 3} .4893758
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.241202{col 33}{space 2} .1703678{col 44}{space 1}   -7.29{col 53}{space 3}0.000{col 61}{space 4}-1.575303{col 74}{space 3}-.9071018
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.092237{col 33}{space 2} .0679067{col 44}{space 1}  -16.08{col 53}{space 3}0.000{col 61}{space 4}-1.225405{col 74}{space 3}-.9590679
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4158815{col 33}{space 2} .1006172{col 44}{space 1}    4.13{col 53}{space 3}0.000{col 61}{space 4} .2185655{col 74}{space 3} .6131974
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3724285{col 33}{space 2} .1150997{col 44}{space 1}    3.24{col 53}{space 3}0.001{col 61}{space 4} .1467116{col 74}{space 3} .5981455
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.491331{col 33}{space 2} .0848553{col 44}{space 1}   17.57{col 53}{space 3}0.000{col 61}{space 4} 1.324925{col 74}{space 3} 1.657737
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5236295{col 33}{space 2} .0900912{col 44}{space 1}    5.81{col 53}{space 3}0.000{col 61}{space 4} .3469557{col 74}{space 3} .7003034
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3301415{col 33}{space 2} .2335801{col 44}{space 1}   -1.41{col 53}{space 3}0.158{col 61}{space 4} -.788205{col 74}{space 3}  .127922
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.493074{col 33}{space 2} .4270679{col 44}{space 1}   -3.50{col 53}{space 3}0.000{col 61}{space 4}-2.330578{col 74}{space 3}-.6555707
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2279504{col 33}{space 2} .1051712{col 44}{space 1}    2.17{col 53}{space 3}0.030{col 61}{space 4}  .021704{col 74}{space 3} .4341969
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .6918476{col 33}{space 2}  .107131{col 44}{space 1}    6.46{col 53}{space 3}0.000{col 61}{space 4} .4817577{col 74}{space 3} .9019374
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4091945{col 33}{space 2} .0958919{col 44}{space 1}   -4.27{col 53}{space 3}0.000{col 61}{space 4}-.5972439{col 74}{space 3}-.2211451
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0923122{col 33}{space 2} .0835036{col 44}{space 1}   -1.11{col 53}{space 3}0.269{col 61}{space 4}-.2560673{col 74}{space 3} .0714429
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.393701{col 33}{space 2} .2643286{col 44}{space 1}    5.27{col 53}{space 3}0.000{col 61}{space 4} .8753376{col 74}{space 3} 1.912063
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd800b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.652118{col 26}{space 2} .0246106{col 37}{space 1}  107.76{col 46}{space 3}0.000{col 54}{space 4} 2.603855{col 67}{space 3} 2.700381
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.698037{col 26}{space 2}  .014172{col 37}{space 1}  190.38{col 46}{space 3}0.000{col 54}{space 4} 2.670244{col 67}{space 3} 2.725829
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.736239{col 26}{space 2} .0068864{col 37}{space 1}  397.34{col 46}{space 3}0.000{col 54}{space 4} 2.722734{col 67}{space 3} 2.749744
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.766725{col 26}{space 2} .0064167{col 37}{space 1}  431.17{col 46}{space 3}0.000{col 54}{space 4} 2.754142{col 67}{space 3} 2.779309
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.789495{col 26}{space 2} .0100917{col 37}{space 1}  276.41{col 46}{space 3}0.000{col 54}{space 4} 2.769705{col 67}{space 3} 2.809286
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.804549{col 26}{space 2} .0131588{col 37}{space 1}  213.13{col 46}{space 3}0.000{col 54}{space 4} 2.778744{col 67}{space 3} 2.830354
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.811887{col 26}{space 2} .0149271{col 37}{space 1}  188.38{col 46}{space 3}0.000{col 54}{space 4} 2.782614{col 67}{space 3} 2.841159
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.811508{col 26}{space 2} .0155732{col 37}{space 1}  180.54{col 46}{space 3}0.000{col 54}{space 4} 2.780968{col 67}{space 3} 2.842048
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.803413{col 26}{space 2} .0157464{col 37}{space 1}  178.03{col 46}{space 3}0.000{col 54}{space 4} 2.772533{col 67}{space 3} 2.834293
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.787602{col 26}{space 2} .0166959{col 37}{space 1}  166.96{col 46}{space 3}0.000{col 54}{space 4}  2.75486{col 67}{space 3} 2.820344
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.764075{col 26}{space 2} .0199643{col 37}{space 1}  138.45{col 46}{space 3}0.000{col 54}{space 4} 2.724924{col 67}{space 3} 2.803226
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd800b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd800b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd800b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd700b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  6770.54
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8998
                                                {txt}Root MSE          =    {res}  .2211

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd700b {c |}{col 21}{res}{space 2} .2656078{col 33}{space 2} .1092161{col 44}{space 1}    2.43{col 53}{space 3}0.015{col 61}{space 4}  .051429{col 74}{space 3} .4797866
{txt}{space 12}msd700b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd700b#c.msd700b {c |}{col 21}{res}{space 2}-.1677233{col 33}{space 2} .0902485{col 44}{space 1}   -1.86{col 53}{space 3}0.063{col 61}{space 4}-.3447056{col 74}{space 3}  .009259
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1076552{col 33}{space 2} .0258762{col 44}{space 1}    4.16{col 53}{space 3}0.000{col 61}{space 4} .0569106{col 74}{space 3} .1583998
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000981{col 33}{space 2} .0000203{col 44}{space 1}    4.84{col 53}{space 3}0.000{col 61}{space 4} .0000583{col 74}{space 3} .0001379
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000358{col 33}{space 2} .0000678{col 44}{space 1}   -5.28{col 53}{space 3}0.000{col 61}{space 4}-.0004909{col 74}{space 3}-.0002251
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0522605{col 33}{space 2} .0210298{col 44}{space 1}    2.49{col 53}{space 3}0.013{col 61}{space 4} .0110199{col 74}{space 3} .0935011
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.60e-07{col 33}{space 2} 1.25e-07{col 44}{space 1}   -3.67{col 53}{space 3}0.000{col 61}{space 4}-7.05e-07{col 74}{space 3}-2.14e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0209246{col 33}{space 2} .0031971{col 44}{space 1}    6.54{col 53}{space 3}0.000{col 61}{space 4} .0146549{col 74}{space 3} .0271943
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0180677{col 33}{space 2} .0115751{col 44}{space 1}    1.56{col 53}{space 3}0.119{col 61}{space 4}-.0046317{col 74}{space 3} .0407671
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0006046{col 33}{space 2} .0002362{col 44}{space 1}   -2.56{col 53}{space 3}0.011{col 61}{space 4}-.0010678{col 74}{space 3}-.0001413
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2622668{col 33}{space 2} .0808562{col 44}{space 1}   -3.24{col 53}{space 3}0.001{col 61}{space 4}-.4208302{col 74}{space 3}-.1037033
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.470632{col 33}{space 2} .0625551{col 44}{space 1}  -23.51{col 53}{space 3}0.000{col 61}{space 4}-1.593306{col 74}{space 3}-1.347958
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.663669{col 33}{space 2} .1112948{col 44}{space 1}  -14.95{col 53}{space 3}0.000{col 61}{space 4}-1.881924{col 74}{space 3}-1.445414
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7095218{col 33}{space 2} .0977327{col 44}{space 1}    7.26{col 53}{space 3}0.000{col 61}{space 4} .5178626{col 74}{space 3}  .901181
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1818958{col 33}{space 2} .0984757{col 44}{space 1}    1.85{col 53}{space 3}0.065{col 61}{space 4}-.0112204{col 74}{space 3} .3750119
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2840651{col 33}{space 2} .0830922{col 44}{space 1}    3.42{col 53}{space 3}0.001{col 61}{space 4} .1211168{col 74}{space 3} .4470134
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9180473{col 33}{space 2} .1069149{col 44}{space 1}    8.59{col 53}{space 3}0.000{col 61}{space 4} .7083812{col 74}{space 3} 1.127713
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0441798{col 33}{space 2} .0935552{col 44}{space 1}    0.47{col 53}{space 3}0.637{col 61}{space 4}-.1392872{col 74}{space 3} .2276468
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4508278{col 33}{space 2} .0841696{col 44}{space 1}   -5.36{col 53}{space 3}0.000{col 61}{space 4}-.6158891{col 74}{space 3}-.2857665
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} -1.35427{col 33}{space 2}  .162509{col 44}{space 1}   -8.33{col 53}{space 3}0.000{col 61}{space 4}-1.672959{col 74}{space 3}-1.035581
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2995074{col 33}{space 2} .1045945{col 44}{space 1}    2.86{col 53}{space 3}0.004{col 61}{space 4} .0943919{col 74}{space 3}  .504623
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9869995{col 33}{space 2} .1003972{col 44}{space 1}   -9.83{col 53}{space 3}0.000{col 61}{space 4}-1.183884{col 74}{space 3}-.7901151
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2884272{col 33}{space 2} .0869921{col 44}{space 1}    3.32{col 53}{space 3}0.001{col 61}{space 4} .1178308{col 74}{space 3} .4590236
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7660847{col 33}{space 2} .1338796{col 44}{space 1}   -5.72{col 53}{space 3}0.000{col 61}{space 4} -1.02863{col 74}{space 3}-.5035394
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4318274{col 33}{space 2} .1601228{col 44}{space 1}   -2.70{col 53}{space 3}0.007{col 61}{space 4}-.7458369{col 74}{space 3}-.1178178
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} -.800085{col 33}{space 2} .0743088{col 44}{space 1}  -10.77{col 53}{space 3}0.000{col 61}{space 4}-.9458088{col 74}{space 3}-.6543613
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6820304{col 33}{space 2} .0944494{col 44}{space 1}   -7.22{col 53}{space 3}0.000{col 61}{space 4}-.8672508{col 74}{space 3}  -.49681
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5667744{col 33}{space 2}  .080784{col 44}{space 1}   -7.02{col 53}{space 3}0.000{col 61}{space 4}-.7251963{col 74}{space 3}-.4083524
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1847053{col 33}{space 2} .1155129{col 44}{space 1}   -1.60{col 53}{space 3}0.110{col 61}{space 4}-.4112325{col 74}{space 3}  .041822
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7378774{col 33}{space 2} .1231118{col 44}{space 1}   -5.99{col 53}{space 3}0.000{col 61}{space 4}-.9793064{col 74}{space 3}-.4964484
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5533908{col 33}{space 2} .0967398{col 44}{space 1}    5.72{col 53}{space 3}0.000{col 61}{space 4} .3636786{col 74}{space 3} .7431029
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7699674{col 33}{space 2} .1259006{col 44}{space 1}    6.12{col 53}{space 3}0.000{col 61}{space 4} .5230694{col 74}{space 3} 1.016865
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5272791{col 33}{space 2} .1207681{col 44}{space 1}   -4.37{col 53}{space 3}0.000{col 61}{space 4} -.764112{col 74}{space 3}-.2904462
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5394984{col 33}{space 2} .1331601{col 44}{space 1}   -4.05{col 53}{space 3}0.000{col 61}{space 4}-.8006328{col 74}{space 3} -.278364
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3452222{col 33}{space 2} .0665907{col 44}{space 1}    5.18{col 53}{space 3}0.000{col 61}{space 4} .2146341{col 74}{space 3} .4758103
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.255236{col 33}{space 2} .1695378{col 44}{space 1}   -7.40{col 53}{space 3}0.000{col 61}{space 4}-1.587709{col 74}{space 3}-.9227631
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.099011{col 33}{space 2} .0680131{col 44}{space 1}  -16.16{col 53}{space 3}0.000{col 61}{space 4}-1.232388{col 74}{space 3}-.9656331
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4108289{col 33}{space 2} .1008246{col 44}{space 1}    4.07{col 53}{space 3}0.000{col 61}{space 4} .2131064{col 74}{space 3} .6085515
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3669126{col 33}{space 2}  .114262{col 44}{space 1}    3.21{col 53}{space 3}0.001{col 61}{space 4} .1428385{col 74}{space 3} .5909868
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.485133{col 33}{space 2} .0839017{col 44}{space 1}   17.70{col 53}{space 3}0.000{col 61}{space 4} 1.320597{col 74}{space 3} 1.649669
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5344984{col 33}{space 2} .0900491{col 44}{space 1}    5.94{col 53}{space 3}0.000{col 61}{space 4} .3579072{col 74}{space 3} .7110897
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3120522{col 33}{space 2} .2332179{col 44}{space 1}   -1.34{col 53}{space 3}0.181{col 61}{space 4}-.7694054{col 74}{space 3}  .145301
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}  -1.5037{col 33}{space 2} .4278488{col 44}{space 1}   -3.51{col 53}{space 3}0.000{col 61}{space 4}-2.342735{col 74}{space 3}-.6646644
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2359201{col 33}{space 2} .1036008{col 44}{space 1}    2.28{col 53}{space 3}0.023{col 61}{space 4} .0327532{col 74}{space 3} .4390871
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7143008{col 33}{space 2} .1076358{col 44}{space 1}    6.64{col 53}{space 3}0.000{col 61}{space 4} .5032212{col 74}{space 3} .9253805
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4083063{col 33}{space 2} .0960891{col 44}{space 1}   -4.25{col 53}{space 3}0.000{col 61}{space 4}-.5967424{col 74}{space 3}-.2198701
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0931819{col 33}{space 2} .0833284{col 44}{space 1}   -1.12{col 53}{space 3}0.264{col 61}{space 4}-.2565935{col 74}{space 3} .0702297
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.428269{col 33}{space 2} .2629449{col 44}{space 1}    5.43{col 53}{space 3}0.000{col 61}{space 4} .9126197{col 74}{space 3} 1.943919
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd700b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.694378{col 26}{space 2}  .022398{col 37}{space 1}  120.30{col 46}{space 3}0.000{col 54}{space 4} 2.650454{col 67}{space 3} 2.738301
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.719261{col 26}{space 2} .0129298{col 37}{space 1}  210.31{col 46}{space 3}0.000{col 54}{space 4} 2.693905{col 67}{space 3} 2.744617
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  2.74079{col 26}{space 2}  .006321{col 37}{space 1}  433.60{col 46}{space 3}0.000{col 54}{space 4} 2.728395{col 67}{space 3} 2.753186
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.758965{col 26}{space 2} .0059959{col 37}{space 1}  460.14{col 46}{space 3}0.000{col 54}{space 4} 2.747207{col 67}{space 3} 2.770723
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.773785{col 26}{space 2} .0095221{col 37}{space 1}  291.30{col 46}{space 3}0.000{col 54}{space 4} 2.755112{col 67}{space 3} 2.792458
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.785251{col 26}{space 2}  .012616{col 37}{space 1}  220.77{col 46}{space 3}0.000{col 54}{space 4}  2.76051{col 67}{space 3} 2.809992
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.793362{col 26}{space 2}  .014698{col 37}{space 1}  190.05{col 46}{space 3}0.000{col 54}{space 4} 2.764538{col 67}{space 3} 2.822186
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.798119{col 26}{space 2} .0159818{col 37}{space 1}  175.08{col 46}{space 3}0.000{col 54}{space 4} 2.766778{col 67}{space 3}  2.82946
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.799521{col 26}{space 2} .0170593{col 37}{space 1}  164.11{col 46}{space 3}0.000{col 54}{space 4} 2.766067{col 67}{space 3} 2.832975
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.797569{col 26}{space 2} .0188699{col 37}{space 1}  148.26{col 46}{space 3}0.000{col 54}{space 4} 2.760564{col 67}{space 3} 2.834574
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.792262{col 26}{space 2} .0224359{col 37}{space 1}  124.46{col 46}{space 3}0.000{col 54}{space 4} 2.748264{col 67}{space 3}  2.83626
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd700b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd700b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd700b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd600b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5074.18
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9002
                                                {txt}Root MSE          =    {res} .22066

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd600b {c |}{col 21}{res}{space 2} .4315666{col 33}{space 2} .1138772{col 44}{space 1}    3.79{col 53}{space 3}0.000{col 61}{space 4} .2082471{col 74}{space 3} .6548861
{txt}{space 12}msd600b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd600b#c.msd600b {c |}{col 21}{res}{space 2}-.4371072{col 33}{space 2} .0924991{col 44}{space 1}   -4.73{col 53}{space 3}0.000{col 61}{space 4}-.6185032{col 74}{space 3}-.2557113
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1271099{col 33}{space 2} .0258083{col 44}{space 1}    4.93{col 53}{space 3}0.000{col 61}{space 4} .0764985{col 74}{space 3} .1777214
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001014{col 33}{space 2} .0000204{col 44}{space 1}    4.97{col 53}{space 3}0.000{col 61}{space 4} .0000614{col 74}{space 3} .0001414
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003669{col 33}{space 2} .0000676{col 44}{space 1}   -5.43{col 53}{space 3}0.000{col 61}{space 4}-.0004996{col 74}{space 3}-.0002343
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0437102{col 33}{space 2} .0208394{col 44}{space 1}    2.10{col 53}{space 3}0.036{col 61}{space 4} .0028429{col 74}{space 3} .0845774
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.70e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.74{col 53}{space 3}0.000{col 61}{space 4}-7.16e-07{col 74}{space 3}-2.24e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0226828{col 33}{space 2} .0031585{col 44}{space 1}    7.18{col 53}{space 3}0.000{col 61}{space 4} .0164888{col 74}{space 3} .0288767
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0196237{col 33}{space 2} .0115184{col 44}{space 1}    1.70{col 53}{space 3}0.089{col 61}{space 4}-.0029645{col 74}{space 3} .0422119
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0006567{col 33}{space 2} .0002355{col 44}{space 1}   -2.79{col 53}{space 3}0.005{col 61}{space 4}-.0011186{col 74}{space 3}-.0001948
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2753004{col 33}{space 2} .0813555{col 44}{space 1}   -3.38{col 53}{space 3}0.001{col 61}{space 4} -.434843{col 74}{space 3}-.1157578
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.480817{col 33}{space 2}  .062438{col 44}{space 1}  -23.72{col 53}{space 3}0.000{col 61}{space 4}-1.603262{col 74}{space 3}-1.358373
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.665378{col 33}{space 2} .1111048{col 44}{space 1}  -14.99{col 53}{space 3}0.000{col 61}{space 4}-1.883261{col 74}{space 3}-1.447496
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7429593{col 33}{space 2}  .097331{col 44}{space 1}    7.63{col 53}{space 3}0.000{col 61}{space 4} .5520878{col 74}{space 3} .9338308
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}  .167706{col 33}{space 2} .0979737{col 44}{space 1}    1.71{col 53}{space 3}0.087{col 61}{space 4}-.0244259{col 74}{space 3} .3598379
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2854553{col 33}{space 2} .0838096{col 44}{space 1}    3.41{col 53}{space 3}0.001{col 61}{space 4} .1211001{col 74}{space 3} .4498105
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}  .880704{col 33}{space 2} .1070546{col 44}{space 1}    8.23{col 53}{space 3}0.000{col 61}{space 4} .6707639{col 74}{space 3} 1.090644
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}-.0010529{col 33}{space 2} .0945913{col 44}{space 1}   -0.01{col 53}{space 3}0.991{col 61}{space 4}-.1865518{col 74}{space 3} .1844459
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4599102{col 33}{space 2} .0845657{col 44}{space 1}   -5.44{col 53}{space 3}0.000{col 61}{space 4}-.6257483{col 74}{space 3}-.2940722
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.362522{col 33}{space 2}  .161747{col 44}{space 1}   -8.42{col 53}{space 3}0.000{col 61}{space 4}-1.679717{col 74}{space 3}-1.045328
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .3006722{col 33}{space 2} .1044242{col 44}{space 1}    2.88{col 53}{space 3}0.004{col 61}{space 4} .0958905{col 74}{space 3} .5054539
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9854288{col 33}{space 2} .1006127{col 44}{space 1}   -9.79{col 53}{space 3}0.000{col 61}{space 4}-1.182736{col 74}{space 3}-.7881218
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2698026{col 33}{space 2} .0878623{col 44}{space 1}    3.07{col 53}{space 3}0.002{col 61}{space 4} .0974999{col 74}{space 3} .4421053
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7691968{col 33}{space 2} .1348716{col 44}{space 1}   -5.70{col 53}{space 3}0.000{col 61}{space 4}-1.033687{col 74}{space 3}-.5047062
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4331393{col 33}{space 2} .1602598{col 44}{space 1}   -2.70{col 53}{space 3}0.007{col 61}{space 4}-.7474175{col 74}{space 3} -.118861
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8166775{col 33}{space 2} .0743281{col 44}{space 1}  -10.99{col 53}{space 3}0.000{col 61}{space 4} -.962439{col 74}{space 3}-.6709161
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6929462{col 33}{space 2} .0951074{col 44}{space 1}   -7.29{col 53}{space 3}0.000{col 61}{space 4} -.879457{col 74}{space 3}-.5064354
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5717472{col 33}{space 2} .0819001{col 44}{space 1}   -6.98{col 53}{space 3}0.000{col 61}{space 4}-.7323579{col 74}{space 3}-.4111366
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2005617{col 33}{space 2} .1148198{col 44}{space 1}   -1.75{col 53}{space 3}0.081{col 61}{space 4}-.4257297{col 74}{space 3} .0246062
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7393515{col 33}{space 2} .1240159{col 44}{space 1}   -5.96{col 53}{space 3}0.000{col 61}{space 4}-.9825536{col 74}{space 3}-.4961494
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5204595{col 33}{space 2} .0975548{col 44}{space 1}    5.34{col 53}{space 3}0.000{col 61}{space 4} .3291491{col 74}{space 3} .7117698
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .8006098{col 33}{space 2} .1261668{col 44}{space 1}    6.35{col 53}{space 3}0.000{col 61}{space 4} .5531897{col 74}{space 3}  1.04803
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5352197{col 33}{space 2} .1215089{col 44}{space 1}   -4.40{col 53}{space 3}0.000{col 61}{space 4}-.7735053{col 74}{space 3}-.2969341
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5395728{col 33}{space 2} .1342082{col 44}{space 1}   -4.02{col 53}{space 3}0.000{col 61}{space 4}-.8027624{col 74}{space 3}-.2763831
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3366948{col 33}{space 2} .0669417{col 44}{space 1}    5.03{col 53}{space 3}0.000{col 61}{space 4} .2054185{col 74}{space 3} .4679711
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.253377{col 33}{space 2} .1704087{col 44}{space 1}   -7.36{col 53}{space 3}0.000{col 61}{space 4}-1.587557{col 74}{space 3}-.9191958
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.100051{col 33}{space 2} .0685167{col 44}{space 1}  -16.06{col 53}{space 3}0.000{col 61}{space 4}-1.234416{col 74}{space 3}-.9656862
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3945834{col 33}{space 2}  .101647{col 44}{space 1}    3.88{col 53}{space 3}0.000{col 61}{space 4} .1952479{col 74}{space 3} .5939188
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3417833{col 33}{space 2} .1141224{col 44}{space 1}    2.99{col 53}{space 3}0.003{col 61}{space 4}  .117983{col 74}{space 3} .5655836
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.468273{col 33}{space 2} .0849855{col 44}{space 1}   17.28{col 53}{space 3}0.000{col 61}{space 4} 1.301612{col 74}{space 3} 1.634934
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5229557{col 33}{space 2} .0904465{col 44}{space 1}    5.78{col 53}{space 3}0.000{col 61}{space 4} .3455852{col 74}{space 3} .7003263
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3095866{col 33}{space 2} .2345137{col 44}{space 1}   -1.32{col 53}{space 3}0.187{col 61}{space 4}-.7694809{col 74}{space 3} .1503077
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.505657{col 33}{space 2} .4276616{col 44}{space 1}   -3.52{col 53}{space 3}0.000{col 61}{space 4}-2.344326{col 74}{space 3}-.6669894
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .1817835{col 33}{space 2}  .104098{col 44}{space 1}    1.75{col 53}{space 3}0.081{col 61}{space 4}-.0223584{col 74}{space 3} .3859255
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .6896246{col 33}{space 2} .1076512{col 44}{space 1}    6.41{col 53}{space 3}0.000{col 61}{space 4} .4785146{col 74}{space 3} .9007345
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2} -.418343{col 33}{space 2} .0960286{col 44}{space 1}   -4.36{col 53}{space 3}0.000{col 61}{space 4}-.6066604{col 74}{space 3}-.2300255
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1032159{col 33}{space 2} .0843839{col 44}{space 1}   -1.22{col 53}{space 3}0.221{col 61}{space 4}-.2686974{col 74}{space 3} .0622657
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.400021{col 33}{space 2} .2618458{col 44}{space 1}    5.35{col 53}{space 3}0.000{col 61}{space 4} .8865273{col 74}{space 3} 1.913516
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd600b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.681393{col 26}{space 2} .0223808{col 37}{space 1}  119.81{col 46}{space 3}0.000{col 54}{space 4} 2.637503{col 67}{space 3} 2.725283
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.720179{col 26}{space 2} .0124113{col 37}{space 1}  219.17{col 46}{space 3}0.000{col 54}{space 4} 2.695839{col 67}{space 3} 2.744518
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.750222{col 26}{space 2} .0056022{col 37}{space 1}  490.92{col 46}{space 3}0.000{col 54}{space 4} 2.739236{col 67}{space 3} 2.761208
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.771523{col 26}{space 2} .0064583{col 37}{space 1}  429.14{col 46}{space 3}0.000{col 54}{space 4} 2.758858{col 67}{space 3} 2.784188
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.784083{col 26}{space 2} .0106924{col 37}{space 1}  260.38{col 46}{space 3}0.000{col 54}{space 4} 2.763114{col 67}{space 3} 2.805051
{txt}{space 10}6  {c |}{col 14}{res}{space 2}   2.7879{col 26}{space 2} .0141096{col 37}{space 1}  197.59{col 46}{space 3}0.000{col 54}{space 4}  2.76023{col 67}{space 3} 2.815569
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.782974{col 26}{space 2} .0163203{col 37}{space 1}  170.52{col 46}{space 3}0.000{col 54}{space 4} 2.750969{col 67}{space 3} 2.814979
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.769307{col 26}{space 2} .0175231{col 37}{space 1}  158.04{col 46}{space 3}0.000{col 54}{space 4} 2.734943{col 67}{space 3} 2.803671
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.746898{col 26}{space 2} .0182386{col 37}{space 1}  150.61{col 46}{space 3}0.000{col 54}{space 4} 2.711131{col 67}{space 3} 2.782665
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.715746{col 26}{space 2} .0193675{col 37}{space 1}  140.22{col 46}{space 3}0.000{col 54}{space 4} 2.677765{col 67}{space 3} 2.753727
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.675852{col 26}{space 2} .0220667{col 37}{space 1}  121.26{col 46}{space 3}0.000{col 54}{space 4} 2.632578{col 67}{space 3} 2.719126
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd600b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd600b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd600b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd500b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5369.75
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9003
                                                {txt}Root MSE          =    {res} .22057

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd500b {c |}{col 21}{res}{space 2} .4932437{col 33}{space 2} .1229178{col 44}{space 1}    4.01{col 53}{space 3}0.000{col 61}{space 4} .2521951{col 74}{space 3} .7342924
{txt}{space 12}msd500b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd500b#c.msd500b {c |}{col 21}{res}{space 2}-.4840425{col 33}{space 2}  .098966{col 44}{space 1}   -4.89{col 53}{space 3}0.000{col 61}{space 4}-.6781203{col 74}{space 3}-.2899646
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1246358{col 33}{space 2} .0261315{col 44}{space 1}    4.77{col 53}{space 3}0.000{col 61}{space 4} .0733905{col 74}{space 3} .1758811
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001016{col 33}{space 2} .0000204{col 44}{space 1}    4.99{col 53}{space 3}0.000{col 61}{space 4} .0000616{col 74}{space 3} .0001415
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003704{col 33}{space 2} .0000677{col 44}{space 1}   -5.47{col 53}{space 3}0.000{col 61}{space 4}-.0005031{col 74}{space 3}-.0002376
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0443187{col 33}{space 2} .0208625{col 44}{space 1}    2.12{col 53}{space 3}0.034{col 61}{space 4} .0034062{col 74}{space 3} .0852313
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.59e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.65{col 53}{space 3}0.000{col 61}{space 4}-7.05e-07{col 74}{space 3}-2.12e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0218139{col 33}{space 2} .0031833{col 44}{space 1}    6.85{col 53}{space 3}0.000{col 61}{space 4} .0155712{col 74}{space 3} .0280566
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0178729{col 33}{space 2} .0115221{col 44}{space 1}    1.55{col 53}{space 3}0.121{col 61}{space 4}-.0047226{col 74}{space 3} .0404684
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0006195{col 33}{space 2} .0002362{col 44}{space 1}   -2.62{col 53}{space 3}0.009{col 61}{space 4}-.0010827{col 74}{space 3}-.0001563
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2669892{col 33}{space 2} .0814154{col 44}{space 1}   -3.28{col 53}{space 3}0.001{col 61}{space 4}-.4266492{col 74}{space 3}-.1073292
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.481284{col 33}{space 2} .0624218{col 44}{space 1}  -23.73{col 53}{space 3}0.000{col 61}{space 4}-1.603696{col 74}{space 3}-1.358871
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.664378{col 33}{space 2} .1109239{col 44}{space 1}  -15.00{col 53}{space 3}0.000{col 61}{space 4}-1.881906{col 74}{space 3} -1.44685
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7266357{col 33}{space 2} .0978121{col 44}{space 1}    7.43{col 53}{space 3}0.000{col 61}{space 4} .5348209{col 74}{space 3} .9184506
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1627414{col 33}{space 2} .0975143{col 44}{space 1}    1.67{col 53}{space 3}0.095{col 61}{space 4}-.0284894{col 74}{space 3} .3539723
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2907595{col 33}{space 2} .0839144{col 44}{space 1}    3.46{col 53}{space 3}0.001{col 61}{space 4} .1261987{col 74}{space 3} .4553203
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .8858491{col 33}{space 2} .1068477{col 44}{space 1}    8.29{col 53}{space 3}0.000{col 61}{space 4} .6763149{col 74}{space 3} 1.095383
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0122792{col 33}{space 2} .0947751{col 44}{space 1}    0.13{col 53}{space 3}0.897{col 61}{space 4}  -.17358{col 74}{space 3} .1981385
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4478275{col 33}{space 2} .0849456{col 44}{space 1}   -5.27{col 53}{space 3}0.000{col 61}{space 4}-.6144105{col 74}{space 3}-.2812445
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.357531{col 33}{space 2} .1626457{col 44}{space 1}   -8.35{col 53}{space 3}0.000{col 61}{space 4}-1.676489{col 74}{space 3}-1.038574
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2993489{col 33}{space 2} .1034893{col 44}{space 1}    2.89{col 53}{space 3}0.004{col 61}{space 4} .0964007{col 74}{space 3} .5022972
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9776286{col 33}{space 2} .1007634{col 44}{space 1}   -9.70{col 53}{space 3}0.000{col 61}{space 4}-1.175231{col 74}{space 3} -.780026
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2777701{col 33}{space 2} .0877705{col 44}{space 1}    3.16{col 53}{space 3}0.002{col 61}{space 4} .1056473{col 74}{space 3} .4498929
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7616188{col 33}{space 2} .1346705{col 44}{space 1}   -5.66{col 53}{space 3}0.000{col 61}{space 4}-1.025715{col 74}{space 3}-.4975225
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4248115{col 33}{space 2} .1602771{col 44}{space 1}   -2.65{col 53}{space 3}0.008{col 61}{space 4}-.7391238{col 74}{space 3}-.1104993
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} -.809444{col 33}{space 2} .0744971{col 44}{space 1}  -10.87{col 53}{space 3}0.000{col 61}{space 4}-.9555369{col 74}{space 3} -.663351
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6839561{col 33}{space 2} .0951897{col 44}{space 1}   -7.19{col 53}{space 3}0.000{col 61}{space 4}-.8706283{col 74}{space 3}-.4972839
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5607075{col 33}{space 2} .0821043{col 44}{space 1}   -6.83{col 53}{space 3}0.000{col 61}{space 4}-.7217185{col 74}{space 3}-.3996965
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2025009{col 33}{space 2} .1143092{col 44}{space 1}   -1.77{col 53}{space 3}0.077{col 61}{space 4}-.4266675{col 74}{space 3} .0216657
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7316015{col 33}{space 2} .1239447{col 44}{space 1}   -5.90{col 53}{space 3}0.000{col 61}{space 4}-.9746639{col 74}{space 3} -.488539
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5291328{col 33}{space 2}  .097279{col 44}{space 1}    5.44{col 53}{space 3}0.000{col 61}{space 4} .3383632{col 74}{space 3} .7199024
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7992501{col 33}{space 2} .1258191{col 44}{space 1}    6.35{col 53}{space 3}0.000{col 61}{space 4} .5525119{col 74}{space 3} 1.045988
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5271208{col 33}{space 2} .1214737{col 44}{space 1}   -4.34{col 53}{space 3}0.000{col 61}{space 4}-.7653373{col 74}{space 3}-.2889042
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5309948{col 33}{space 2} .1341171{col 44}{space 1}   -3.96{col 53}{space 3}0.000{col 61}{space 4}-.7940058{col 74}{space 3}-.2679837
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3463375{col 33}{space 2}  .067202{col 44}{space 1}    5.15{col 53}{space 3}0.000{col 61}{space 4} .2145507{col 74}{space 3} .4781243
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.242582{col 33}{space 2} .1707866{col 44}{space 1}   -7.28{col 53}{space 3}0.000{col 61}{space 4}-1.577504{col 74}{space 3}-.9076603
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.091765{col 33}{space 2} .0687831{col 44}{space 1}  -15.87{col 53}{space 3}0.000{col 61}{space 4}-1.226652{col 74}{space 3}-.9568772
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3997029{col 33}{space 2} .1014474{col 44}{space 1}    3.94{col 53}{space 3}0.000{col 61}{space 4}  .200759{col 74}{space 3} .5986469
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3472656{col 33}{space 2} .1137227{col 44}{space 1}    3.05{col 53}{space 3}0.002{col 61}{space 4}  .124249{col 74}{space 3} .5702821
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.474155{col 33}{space 2}   .08455{col 44}{space 1}   17.44{col 53}{space 3}0.000{col 61}{space 4} 1.308348{col 74}{space 3} 1.639962
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5308815{col 33}{space 2} .0905461{col 44}{space 1}    5.86{col 53}{space 3}0.000{col 61}{space 4} .3533156{col 74}{space 3} .7084475
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3144827{col 33}{space 2} .2344248{col 44}{space 1}   -1.34{col 53}{space 3}0.180{col 61}{space 4}-.7742027{col 74}{space 3} .1452374
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.502999{col 33}{space 2} .4275194{col 44}{space 1}   -3.52{col 53}{space 3}0.000{col 61}{space 4}-2.341389{col 74}{space 3}-.6646103
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .1882872{col 33}{space 2} .1034379{col 44}{space 1}    1.82{col 53}{space 3}0.069{col 61}{space 4}-.0145602{col 74}{space 3} .3911346
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .6903533{col 33}{space 2} .1074938{col 44}{space 1}    6.42{col 53}{space 3}0.000{col 61}{space 4}  .479552{col 74}{space 3} .9011546
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4075086{col 33}{space 2}  .096341{col 44}{space 1}   -4.23{col 53}{space 3}0.000{col 61}{space 4}-.5964387{col 74}{space 3}-.2185785
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0897822{col 33}{space 2} .0847883{col 44}{space 1}   -1.06{col 53}{space 3}0.290{col 61}{space 4}-.2560567{col 74}{space 3} .0764924
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.425264{col 33}{space 2} .2609747{col 44}{space 1}    5.46{col 53}{space 3}0.000{col 61}{space 4} .9134784{col 74}{space 3}  1.93705
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd500b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.673334{col 26}{space 2} .0227108{col 37}{space 1}  117.71{col 46}{space 3}0.000{col 54}{space 4} 2.628797{col 67}{space 3} 2.717871
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.717818{col 26}{space 2} .0119284{col 37}{space 1}  227.84{col 46}{space 3}0.000{col 54}{space 4} 2.694426{col 67}{space 3}  2.74121
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.752621{col 26}{space 2}  .005067{col 37}{space 1}  543.25{col 46}{space 3}0.000{col 54}{space 4} 2.742684{col 67}{space 3} 2.762558
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.777743{col 26}{space 2} .0076977{col 37}{space 1}  360.86{col 46}{space 3}0.000{col 54}{space 4} 2.762648{col 67}{space 3} 2.792839
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.793185{col 26}{space 2} .0126429{col 37}{space 1}  220.93{col 46}{space 3}0.000{col 54}{space 4} 2.768391{col 67}{space 3} 2.817978
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.798945{col 26}{space 2} .0163634{col 37}{space 1}  171.05{col 46}{space 3}0.000{col 54}{space 4} 2.766856{col 67}{space 3} 2.831035
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.795025{col 26}{space 2} .0186237{col 37}{space 1}  150.08{col 46}{space 3}0.000{col 54}{space 4} 2.758503{col 67}{space 3} 2.831547
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.781424{col 26}{space 2} .0196065{col 37}{space 1}  141.86{col 46}{space 3}0.000{col 54}{space 4} 2.742974{col 67}{space 3} 2.819873
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.758142{col 26}{space 2} .0197819{col 37}{space 1}  139.43{col 46}{space 3}0.000{col 54}{space 4} 2.719348{col 67}{space 3} 2.796935
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.725179{col 26}{space 2} .0200479{col 37}{space 1}  135.93{col 46}{space 3}0.000{col 54}{space 4} 2.685864{col 67}{space 3} 2.764494
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.682535{col 26}{space 2} .0217727{col 37}{space 1}  123.21{col 46}{space 3}0.000{col 54}{space 4} 2.639838{col 67}{space 3} 2.725233
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd500b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd500b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd500b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd400b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4878.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9003
                                                {txt}Root MSE          =    {res} .22061

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd400b {c |}{col 21}{res}{space 2} .5057831{col 33}{space 2} .1324073{col 44}{space 1}    3.82{col 53}{space 3}0.000{col 61}{space 4}  .246125{col 74}{space 3} .7654412
{txt}{space 12}msd400b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd400b#c.msd400b {c |}{col 21}{res}{space 2}-.7311842{col 33}{space 2} .1185872{col 44}{space 1}   -6.17{col 53}{space 3}0.000{col 61}{space 4}-.9637403{col 74}{space 3}-.4986281
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1271578{col 33}{space 2} .0258675{col 44}{space 1}    4.92{col 53}{space 3}0.000{col 61}{space 4} .0764302{col 74}{space 3} .1778855
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001038{col 33}{space 2} .0000205{col 44}{space 1}    5.07{col 53}{space 3}0.000{col 61}{space 4} .0000637{col 74}{space 3}  .000144
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003538{col 33}{space 2} .0000673{col 44}{space 1}   -5.26{col 53}{space 3}0.000{col 61}{space 4}-.0004857{col 74}{space 3}-.0002218
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0504988{col 33}{space 2} .0207545{col 44}{space 1}    2.43{col 53}{space 3}0.015{col 61}{space 4}  .009798{col 74}{space 3} .0911996
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.59e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.66{col 53}{space 3}0.000{col 61}{space 4}-7.06e-07{col 74}{space 3}-2.13e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}  .020689{col 33}{space 2} .0031846{col 44}{space 1}    6.50{col 53}{space 3}0.000{col 61}{space 4} .0144439{col 74}{space 3} .0269341
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0150363{col 33}{space 2} .0115544{col 44}{space 1}    1.30{col 53}{space 3}0.193{col 61}{space 4}-.0076226{col 74}{space 3} .0376952
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005531{col 33}{space 2} .0002376{col 44}{space 1}   -2.33{col 53}{space 3}0.020{col 61}{space 4} -.001019{col 74}{space 3}-.0000872
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2750531{col 33}{space 2} .0802592{col 44}{space 1}   -3.43{col 53}{space 3}0.001{col 61}{space 4}-.4324458{col 74}{space 3}-.1176605
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.478016{col 33}{space 2} .0621435{col 44}{space 1}  -23.78{col 53}{space 3}0.000{col 61}{space 4}-1.599883{col 74}{space 3} -1.35615
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.669179{col 33}{space 2} .1114139{col 44}{space 1}  -14.98{col 53}{space 3}0.000{col 61}{space 4}-1.887668{col 74}{space 3} -1.45069
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8209875{col 33}{space 2} .0978573{col 44}{space 1}    8.39{col 53}{space 3}0.000{col 61}{space 4} .6290839{col 74}{space 3} 1.012891
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1615746{col 33}{space 2} .0969653{col 44}{space 1}    1.67{col 53}{space 3}0.096{col 61}{space 4}-.0285798{col 74}{space 3}  .351729
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2887173{col 33}{space 2} .0833317{col 44}{space 1}    3.46{col 53}{space 3}0.001{col 61}{space 4} .1252992{col 74}{space 3} .4521354
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9194455{col 33}{space 2} .1056416{col 44}{space 1}    8.70{col 53}{space 3}0.000{col 61}{space 4} .7122766{col 74}{space 3} 1.126614
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0405762{col 33}{space 2}  .093525{col 44}{space 1}    0.43{col 53}{space 3}0.664{col 61}{space 4}-.1428316{col 74}{space 3} .2239839
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4588758{col 33}{space 2} .0842049{col 44}{space 1}   -5.45{col 53}{space 3}0.000{col 61}{space 4}-.6240064{col 74}{space 3}-.2937453
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.364396{col 33}{space 2} .1619911{col 44}{space 1}   -8.42{col 53}{space 3}0.000{col 61}{space 4} -1.68207{col 74}{space 3}-1.046723
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2775585{col 33}{space 2} .1025909{col 44}{space 1}    2.71{col 53}{space 3}0.007{col 61}{space 4}  .076372{col 74}{space 3}  .478745
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9926562{col 33}{space 2} .1003255{col 44}{space 1}   -9.89{col 53}{space 3}0.000{col 61}{space 4}  -1.1894{col 74}{space 3}-.7959123
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2807015{col 33}{space 2} .0865635{col 44}{space 1}    3.24{col 53}{space 3}0.001{col 61}{space 4} .1109457{col 74}{space 3} .4504573
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7744404{col 33}{space 2} .1338071{col 44}{space 1}   -5.79{col 53}{space 3}0.000{col 61}{space 4}-1.036843{col 74}{space 3}-.5120373
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4387974{col 33}{space 2} .1600045{col 44}{space 1}   -2.74{col 53}{space 3}0.006{col 61}{space 4}-.7525751{col 74}{space 3}-.1250196
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} -.811715{col 33}{space 2} .0738492{col 44}{space 1}  -10.99{col 53}{space 3}0.000{col 61}{space 4}-.9565373{col 74}{space 3}-.6668926
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6925151{col 33}{space 2} .0942245{col 44}{space 1}   -7.35{col 53}{space 3}0.000{col 61}{space 4}-.8772946{col 74}{space 3}-.5077356
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5744746{col 33}{space 2} .0807717{col 44}{space 1}   -7.11{col 53}{space 3}0.000{col 61}{space 4}-.7328723{col 74}{space 3}-.4160769
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2041369{col 33}{space 2} .1134057{col 44}{space 1}   -1.80{col 53}{space 3}0.072{col 61}{space 4}-.4265317{col 74}{space 3}  .018258
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7437726{col 33}{space 2} .1233816{col 44}{space 1}   -6.03{col 53}{space 3}0.000{col 61}{space 4}-.9857306{col 74}{space 3}-.5018145
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5407019{col 33}{space 2} .0962166{col 44}{space 1}    5.62{col 53}{space 3}0.000{col 61}{space 4} .3520158{col 74}{space 3}  .729388
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7834984{col 33}{space 2} .1254303{col 44}{space 1}    6.25{col 53}{space 3}0.000{col 61}{space 4} .5375226{col 74}{space 3} 1.029474
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5365945{col 33}{space 2} .1208436{col 44}{space 1}   -4.44{col 53}{space 3}0.000{col 61}{space 4}-.7735756{col 74}{space 3}-.2996135
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5451401{col 33}{space 2} .1335067{col 44}{space 1}   -4.08{col 53}{space 3}0.000{col 61}{space 4}-.8069542{col 74}{space 3} -.283326
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}  .334006{col 33}{space 2} .0661681{col 44}{space 1}    5.05{col 53}{space 3}0.000{col 61}{space 4} .2042466{col 74}{space 3} .4637653
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.261661{col 33}{space 2} .1712662{col 44}{space 1}   -7.37{col 53}{space 3}0.000{col 61}{space 4}-1.597524{col 74}{space 3}-.9257988
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.103666{col 33}{space 2} .0682348{col 44}{space 1}  -16.17{col 53}{space 3}0.000{col 61}{space 4}-1.237478{col 74}{space 3}-.9698541
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}  .403443{col 33}{space 2} .1013985{col 44}{space 1}    3.98{col 53}{space 3}0.000{col 61}{space 4} .2045949{col 74}{space 3} .6022911
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3529008{col 33}{space 2} .1133631{col 44}{space 1}    3.11{col 53}{space 3}0.002{col 61}{space 4} .1305895{col 74}{space 3} .5752122
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.473429{col 33}{space 2} .0834269{col 44}{space 1}   17.66{col 53}{space 3}0.000{col 61}{space 4} 1.309824{col 74}{space 3} 1.637034
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5319965{col 33}{space 2} .0902561{col 44}{space 1}    5.89{col 53}{space 3}0.000{col 61}{space 4} .3549994{col 74}{space 3} .7089937
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2894133{col 33}{space 2} .2335339{col 44}{space 1}   -1.24{col 53}{space 3}0.215{col 61}{space 4}-.7473861{col 74}{space 3} .1685596
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.512253{col 33}{space 2} .4278396{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4} -2.35127{col 74}{space 3}-.6732357
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2171242{col 33}{space 2} .1015803{col 44}{space 1}    2.14{col 53}{space 3}0.033{col 61}{space 4} .0179195{col 74}{space 3} .4163288
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7201825{col 33}{space 2} .1063452{col 44}{space 1}    6.77{col 53}{space 3}0.000{col 61}{space 4} .5116336{col 74}{space 3} .9287313
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4163811{col 33}{space 2} .0958143{col 44}{space 1}   -4.35{col 53}{space 3}0.000{col 61}{space 4}-.6042782{col 74}{space 3}-.2284841
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0934159{col 33}{space 2} .0842717{col 44}{space 1}   -1.11{col 53}{space 3}0.268{col 61}{space 4}-.2586775{col 74}{space 3} .0718456
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.441369{col 33}{space 2} .2624707{col 44}{space 1}    5.49{col 53}{space 3}0.000{col 61}{space 4} .9266492{col 74}{space 3} 1.956088
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd400b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.688795{col 26}{space 2} .0220288{col 37}{space 1}  122.06{col 46}{space 3}0.000{col 54}{space 4} 2.645595{col 67}{space 3} 2.731995
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.732061{col 26}{space 2} .0105781{col 37}{space 1}  258.27{col 46}{space 3}0.000{col 54}{space 4} 2.711317{col 67}{space 3} 2.752806
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.760704{col 26}{space 2} .0047755{col 37}{space 1}  578.09{col 46}{space 3}0.000{col 54}{space 4} 2.751339{col 67}{space 3} 2.770069
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.774723{col 26}{space 2}  .009418{col 37}{space 1}  294.62{col 46}{space 3}0.000{col 54}{space 4} 2.756254{col 67}{space 3} 2.793192
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.774119{col 26}{space 2} .0146297{col 37}{space 1}  189.62{col 46}{space 3}0.000{col 54}{space 4} 2.745429{col 67}{space 3} 2.802808
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.75889{col 26}{space 2} .0183576{col 37}{space 1}  150.29{col 46}{space 3}0.000{col 54}{space 4}  2.72289{col 67}{space 3} 2.794891
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.729039{col 26}{space 2} .0207262{col 37}{space 1}  131.67{col 46}{space 3}0.000{col 54}{space 4} 2.688393{col 67}{space 3} 2.769684
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.684563{col 26}{space 2} .0223037{col 37}{space 1}  120.36{col 46}{space 3}0.000{col 54}{space 4} 2.640824{col 67}{space 3} 2.728302
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.625464{col 26}{space 2} .0240853{col 37}{space 1}  109.01{col 46}{space 3}0.000{col 54}{space 4} 2.578231{col 67}{space 3} 2.672696
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.551741{col 26}{space 2} .0273993{col 37}{space 1}   93.13{col 46}{space 3}0.000{col 54}{space 4} 2.498009{col 67}{space 3} 2.605472
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.463394{col 26}{space 2} .0334107{col 37}{space 1}   73.73{col 46}{space 3}0.000{col 54}{space 4} 2.397874{col 67}{space 3} 2.528914
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd400b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd400b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd400b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd300b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4949.39
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9004
                                                {txt}Root MSE          =    {res}  .2205

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd300b {c |}{col 21}{res}{space 2} .6061309{col 33}{space 2} .1411002{col 44}{space 1}    4.30{col 53}{space 3}0.000{col 61}{space 4} .3294257{col 74}{space 3} .8828361
{txt}{space 12}msd300b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd300b#c.msd300b {c |}{col 21}{res}{space 2}-.8937321{col 33}{space 2} .1369723{col 44}{space 1}   -6.52{col 53}{space 3}0.000{col 61}{space 4}-1.162342{col 74}{space 3}-.6251219
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1272899{col 33}{space 2} .0259062{col 44}{space 1}    4.91{col 53}{space 3}0.000{col 61}{space 4} .0764863{col 74}{space 3} .1780935
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2}  .000104{col 33}{space 2} .0000205{col 44}{space 1}    5.09{col 53}{space 3}0.000{col 61}{space 4} .0000639{col 74}{space 3} .0001441
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003572{col 33}{space 2} .0000672{col 44}{space 1}   -5.31{col 53}{space 3}0.000{col 61}{space 4}-.0004891{col 74}{space 3}-.0002254
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0503397{col 33}{space 2} .0207323{col 44}{space 1}    2.43{col 53}{space 3}0.015{col 61}{space 4} .0096826{col 74}{space 3} .0909968
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.53e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.61{col 53}{space 3}0.000{col 61}{space 4}-7.00e-07{col 74}{space 3}-2.07e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0208317{col 33}{space 2} .0031696{col 44}{space 1}    6.57{col 53}{space 3}0.000{col 61}{space 4}  .014616{col 74}{space 3} .0270475
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0151056{col 33}{space 2} .0115305{col 44}{space 1}    1.31{col 53}{space 3}0.190{col 61}{space 4}-.0075064{col 74}{space 3} .0377176
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005523{col 33}{space 2} .0002368{col 44}{space 1}   -2.33{col 53}{space 3}0.020{col 61}{space 4}-.0010168{col 74}{space 3}-.0000879
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2735212{col 33}{space 2} .0804349{col 44}{space 1}   -3.40{col 53}{space 3}0.001{col 61}{space 4}-.4312585{col 74}{space 3}-.1157838
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.480272{col 33}{space 2} .0621155{col 44}{space 1}  -23.83{col 53}{space 3}0.000{col 61}{space 4}-1.602084{col 74}{space 3} -1.35846
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.668474{col 33}{space 2} .1112795{col 44}{space 1}  -14.99{col 53}{space 3}0.000{col 61}{space 4}-1.886699{col 74}{space 3}-1.450249
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8193588{col 33}{space 2} .0979053{col 44}{space 1}    8.37{col 53}{space 3}0.000{col 61}{space 4} .6273611{col 74}{space 3} 1.011356
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1639813{col 33}{space 2} .0971644{col 44}{space 1}    1.69{col 53}{space 3}0.092{col 61}{space 4}-.0265634{col 74}{space 3}  .354526
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}  .290493{col 33}{space 2} .0835081{col 44}{space 1}    3.48{col 53}{space 3}0.001{col 61}{space 4} .1267291{col 74}{space 3} .4542569
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}   .91602{col 33}{space 2} .1057155{col 44}{space 1}    8.66{col 53}{space 3}0.000{col 61}{space 4} .7087061{col 74}{space 3} 1.123334
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0416132{col 33}{space 2} .0938053{col 44}{space 1}    0.44{col 53}{space 3}0.657{col 61}{space 4}-.1423442{col 74}{space 3} .2255707
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4567884{col 33}{space 2} .0843483{col 44}{space 1}   -5.42{col 53}{space 3}0.000{col 61}{space 4}-.6222001{col 74}{space 3}-.2913767
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.362334{col 33}{space 2} .1623906{col 44}{space 1}   -8.39{col 53}{space 3}0.000{col 61}{space 4}-1.680791{col 74}{space 3}-1.043877
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2839532{col 33}{space 2} .1029544{col 44}{space 1}    2.76{col 53}{space 3}0.006{col 61}{space 4} .0820538{col 74}{space 3} .4858525
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9877059{col 33}{space 2} .1004114{col 44}{space 1}   -9.84{col 53}{space 3}0.000{col 61}{space 4}-1.184618{col 74}{space 3}-.7907937
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2830711{col 33}{space 2} .0868723{col 44}{space 1}    3.26{col 53}{space 3}0.001{col 61}{space 4} .1127098{col 74}{space 3} .4534324
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7708438{col 33}{space 2} .1338613{col 44}{space 1}   -5.76{col 53}{space 3}0.000{col 61}{space 4}-1.033353{col 74}{space 3}-.5083344
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4343253{col 33}{space 2} .1600734{col 44}{space 1}   -2.71{col 53}{space 3}0.007{col 61}{space 4}-.7482381{col 74}{space 3}-.1204125
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8109361{col 33}{space 2} .0739886{col 44}{space 1}  -10.96{col 53}{space 3}0.000{col 61}{space 4}-.9560319{col 74}{space 3}-.6658403
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6883508{col 33}{space 2}  .094532{col 44}{space 1}   -7.28{col 53}{space 3}0.000{col 61}{space 4}-.8737332{col 74}{space 3}-.5029684
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5711576{col 33}{space 2} .0811286{col 44}{space 1}   -7.04{col 53}{space 3}0.000{col 61}{space 4}-.7302552{col 74}{space 3}-.4120599
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2011577{col 33}{space 2} .1136708{col 44}{space 1}   -1.77{col 53}{space 3}0.077{col 61}{space 4}-.4240725{col 74}{space 3}  .021757
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7396177{col 33}{space 2} .1235588{col 44}{space 1}   -5.99{col 53}{space 3}0.000{col 61}{space 4}-.9819233{col 74}{space 3}-.4973121
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5426684{col 33}{space 2} .0964702{col 44}{space 1}    5.63{col 53}{space 3}0.000{col 61}{space 4}  .353485{col 74}{space 3} .7318518
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7805425{col 33}{space 2}  .125369{col 44}{space 1}    6.23{col 53}{space 3}0.000{col 61}{space 4}  .534687{col 74}{space 3} 1.026398
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5330631{col 33}{space 2} .1210095{col 44}{space 1}   -4.41{col 53}{space 3}0.000{col 61}{space 4}-.7703694{col 74}{space 3}-.2957568
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5400788{col 33}{space 2} .1336993{col 44}{space 1}   -4.04{col 53}{space 3}0.000{col 61}{space 4}-.8022705{col 74}{space 3}-.2778871
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3380824{col 33}{space 2} .0664722{col 44}{space 1}    5.09{col 53}{space 3}0.000{col 61}{space 4} .2077267{col 74}{space 3} .4684381
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2} -1.25499{col 33}{space 2}  .171597{col 44}{space 1}   -7.31{col 53}{space 3}0.000{col 61}{space 4}-1.591501{col 74}{space 3}-.9184789
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.098511{col 33}{space 2} .0684833{col 44}{space 1}  -16.04{col 53}{space 3}0.000{col 61}{space 4} -1.23281{col 74}{space 3} -.964211
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4052715{col 33}{space 2} .1014383{col 44}{space 1}    4.00{col 53}{space 3}0.000{col 61}{space 4} .2063453{col 74}{space 3} .6041977
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3549097{col 33}{space 2} .1134587{col 44}{space 1}    3.13{col 53}{space 3}0.002{col 61}{space 4}  .132411{col 74}{space 3} .5774084
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.476257{col 33}{space 2} .0836781{col 44}{space 1}   17.64{col 53}{space 3}0.000{col 61}{space 4} 1.312159{col 74}{space 3} 1.640354
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5328685{col 33}{space 2} .0903351{col 44}{space 1}    5.90{col 53}{space 3}0.000{col 61}{space 4} .3557164{col 74}{space 3} .7100206
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2891041{col 33}{space 2} .2334165{col 44}{space 1}   -1.24{col 53}{space 3}0.216{col 61}{space 4}-.7468468{col 74}{space 3} .1686387
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.509961{col 33}{space 2} .4277447{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4}-2.348792{col 74}{space 3}-.6711302
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2189858{col 33}{space 2} .1020126{col 44}{space 1}    2.15{col 53}{space 3}0.032{col 61}{space 4} .0189335{col 74}{space 3} .4190381
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7158758{col 33}{space 2} .1063259{col 44}{space 1}    6.73{col 53}{space 3}0.000{col 61}{space 4} .5073649{col 74}{space 3} .9243867
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4131453{col 33}{space 2} .0960153{col 44}{space 1}   -4.30{col 53}{space 3}0.000{col 61}{space 4}-.6014365{col 74}{space 3}-.2248541
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0915238{col 33}{space 2} .0844037{col 44}{space 1}   -1.08{col 53}{space 3}0.278{col 61}{space 4}-.2570441{col 74}{space 3} .0739965
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.421195{col 33}{space 2} .2625454{col 44}{space 1}    5.41{col 53}{space 3}0.000{col 61}{space 4} .9063285{col 74}{space 3} 1.936061
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd300b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  2.67754{col 26}{space 2} .0224691{col 37}{space 1}  119.17{col 46}{space 3}0.000{col 54}{space 4} 2.633476{col 67}{space 3} 2.721603
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.729215{col 26}{space 2} .0103735{col 37}{space 1}  263.10{col 46}{space 3}0.000{col 54}{space 4} 2.708872{col 67}{space 3} 2.749558
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.763017{col 26}{space 2} .0048778{col 37}{space 1}  566.45{col 46}{space 3}0.000{col 54}{space 4} 2.753451{col 67}{space 3} 2.772582
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.778943{col 26}{space 2}  .009998{col 37}{space 1}  277.95{col 46}{space 3}0.000{col 54}{space 4} 2.759336{col 67}{space 3}  2.79855
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.776995{col 26}{space 2} .0150892{col 37}{space 1}  184.04{col 46}{space 3}0.000{col 54}{space 4} 2.747404{col 67}{space 3} 2.806586
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.757172{col 26}{space 2} .0185355{col 37}{space 1}  148.75{col 46}{space 3}0.000{col 54}{space 4} 2.720823{col 67}{space 3} 2.793521
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.719475{col 26}{space 2} .0207179{col 37}{space 1}  131.26{col 46}{space 3}0.000{col 54}{space 4} 2.678846{col 67}{space 3} 2.760104
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.663903{col 26}{space 2} .0226129{col 37}{space 1}  117.80{col 46}{space 3}0.000{col 54}{space 4} 2.619557{col 67}{space 3} 2.708248
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.590456{col 26}{space 2} .0257212{col 37}{space 1}  100.71{col 46}{space 3}0.000{col 54}{space 4} 2.540015{col 67}{space 3} 2.640896
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.499134{col 26}{space 2} .0315698{col 37}{space 1}   79.16{col 46}{space 3}0.000{col 54}{space 4} 2.437224{col 67}{space 3} 2.561045
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.389938{col 26}{space 2} .0409671{col 37}{space 1}   58.34{col 46}{space 3}0.000{col 54}{space 4}   2.3096{col 67}{space 3} 2.470277
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd300b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd300b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd300b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd200b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4847.70
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9004
                                                {txt}Root MSE          =    {res} .22048

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd200b {c |}{col 21}{res}{space 2} .6453521{col 33}{space 2} .1512771{col 44}{space 1}    4.27{col 53}{space 3}0.000{col 61}{space 4} .3486894{col 74}{space 3} .9420147
{txt}{space 12}msd200b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd200b#c.msd200b {c |}{col 21}{res}{space 2}-1.007547{col 33}{space 2} .1579897{col 44}{space 1}   -6.38{col 53}{space 3}0.000{col 61}{space 4}-1.317374{col 74}{space 3}-.6977209
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1289867{col 33}{space 2}  .025948{col 44}{space 1}    4.97{col 53}{space 3}0.000{col 61}{space 4} .0781013{col 74}{space 3} .1798721
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001043{col 33}{space 2} .0000205{col 44}{space 1}    5.09{col 53}{space 3}0.000{col 61}{space 4} .0000641{col 74}{space 3} .0001444
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003569{col 33}{space 2} .0000674{col 44}{space 1}   -5.29{col 53}{space 3}0.000{col 61}{space 4}-.0004891{col 74}{space 3}-.0002247
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0494362{col 33}{space 2} .0207541{col 44}{space 1}    2.38{col 53}{space 3}0.017{col 61}{space 4} .0087363{col 74}{space 3} .0901361
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.54e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.61{col 53}{space 3}0.000{col 61}{space 4}-7.01e-07{col 74}{space 3}-2.07e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0212095{col 33}{space 2} .0031635{col 44}{space 1}    6.70{col 53}{space 3}0.000{col 61}{space 4} .0150056{col 74}{space 3} .0274134
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0156389{col 33}{space 2} .0115129{col 44}{space 1}    1.36{col 53}{space 3}0.174{col 61}{space 4}-.0069385{col 74}{space 3} .0382164
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005667{col 33}{space 2} .0002363{col 44}{space 1}   -2.40{col 53}{space 3}0.017{col 61}{space 4}-.0010302{col 74}{space 3}-.0001033
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2747209{col 33}{space 2} .0806158{col 44}{space 1}   -3.41{col 53}{space 3}0.001{col 61}{space 4} -.432813{col 74}{space 3}-.1166288
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.479554{col 33}{space 2}  .062105{col 44}{space 1}  -23.82{col 53}{space 3}0.000{col 61}{space 4}-1.601345{col 74}{space 3}-1.357763
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.669257{col 33}{space 2} .1112933{col 44}{space 1}  -15.00{col 53}{space 3}0.000{col 61}{space 4}-1.887509{col 74}{space 3}-1.451004
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8165783{col 33}{space 2} .0978683{col 44}{space 1}    8.34{col 53}{space 3}0.000{col 61}{space 4} .6246532{col 74}{space 3} 1.008503
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1625276{col 33}{space 2}  .097124{col 44}{space 1}    1.67{col 53}{space 3}0.094{col 61}{space 4}-.0279379{col 74}{space 3} .3529931
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2886604{col 33}{space 2}  .083511{col 44}{space 1}    3.46{col 53}{space 3}0.001{col 61}{space 4} .1248908{col 74}{space 3} .4524301
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9118538{col 33}{space 2} .1057696{col 44}{space 1}    8.62{col 53}{space 3}0.000{col 61}{space 4} .7044338{col 74}{space 3} 1.119274
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0343603{col 33}{space 2} .0939191{col 44}{space 1}    0.37{col 53}{space 3}0.715{col 61}{space 4}-.1498203{col 74}{space 3} .2185409
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4587753{col 33}{space 2} .0844182{col 44}{space 1}   -5.43{col 53}{space 3}0.000{col 61}{space 4}-.6243242{col 74}{space 3}-.2932265
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.362129{col 33}{space 2} .1628401{col 44}{space 1}   -8.36{col 53}{space 3}0.000{col 61}{space 4}-1.681468{col 74}{space 3}-1.042791
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2843977{col 33}{space 2} .1030995{col 44}{space 1}    2.76{col 53}{space 3}0.006{col 61}{space 4}  .082214{col 74}{space 3} .4865815
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9861476{col 33}{space 2} .1007768{col 44}{space 1}   -9.79{col 53}{space 3}0.000{col 61}{space 4}-1.183776{col 74}{space 3}-.7885187
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2818544{col 33}{space 2} .0872672{col 44}{space 1}    3.23{col 53}{space 3}0.001{col 61}{space 4} .1107185{col 74}{space 3} .4529903
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7690112{col 33}{space 2} .1342526{col 44}{space 1}   -5.73{col 53}{space 3}0.000{col 61}{space 4}-1.032288{col 74}{space 3}-.5057344
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4325928{col 33}{space 2} .1603876{col 44}{space 1}   -2.70{col 53}{space 3}0.007{col 61}{space 4}-.7471218{col 74}{space 3}-.1180638
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8088369{col 33}{space 2} .0742904{col 44}{space 1}  -10.89{col 53}{space 3}0.000{col 61}{space 4}-.9545246{col 74}{space 3}-.6631492
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6880111{col 33}{space 2} .0949637{col 44}{space 1}   -7.24{col 53}{space 3}0.000{col 61}{space 4}-.8742401{col 74}{space 3} -.501782
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5727064{col 33}{space 2} .0813501{col 44}{space 1}   -7.04{col 53}{space 3}0.000{col 61}{space 4}-.7322385{col 74}{space 3}-.4131743
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.2026939{col 33}{space 2} .1136604{col 44}{space 1}   -1.78{col 53}{space 3}0.075{col 61}{space 4}-.4255882{col 74}{space 3} .0202005
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7379067{col 33}{space 2} .1239132{col 44}{space 1}   -5.96{col 53}{space 3}0.000{col 61}{space 4}-.9809072{col 74}{space 3}-.4949061
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5386596{col 33}{space 2} .0966304{col 44}{space 1}    5.57{col 53}{space 3}0.000{col 61}{space 4} .3491621{col 74}{space 3} .7281571
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7820891{col 33}{space 2}   .12547{col 44}{space 1}    6.23{col 53}{space 3}0.000{col 61}{space 4} .5360356{col 74}{space 3} 1.028143
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5320078{col 33}{space 2} .1213743{col 44}{space 1}   -4.38{col 53}{space 3}0.000{col 61}{space 4}-.7700296{col 74}{space 3}-.2939861
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5382625{col 33}{space 2} .1340858{col 44}{space 1}   -4.01{col 53}{space 3}0.000{col 61}{space 4}-.8012122{col 74}{space 3}-.2753128
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3364892{col 33}{space 2} .0666368{col 44}{space 1}    5.05{col 53}{space 3}0.000{col 61}{space 4} .2058107{col 74}{space 3} .4671676
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.252954{col 33}{space 2} .1719305{col 44}{space 1}   -7.29{col 53}{space 3}0.000{col 61}{space 4}-1.590119{col 74}{space 3}-.9157883
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.094632{col 33}{space 2} .0689885{col 44}{space 1}  -15.87{col 53}{space 3}0.000{col 61}{space 4}-1.229922{col 74}{space 3}-.9593413
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4017841{col 33}{space 2} .1014564{col 44}{space 1}    3.96{col 53}{space 3}0.000{col 61}{space 4} .2028226{col 74}{space 3} .6007457
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3501676{col 33}{space 2} .1135027{col 44}{space 1}    3.09{col 53}{space 3}0.002{col 61}{space 4} .1275825{col 74}{space 3} .5727526
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.471909{col 33}{space 2} .0838086{col 44}{space 1}   17.56{col 53}{space 3}0.000{col 61}{space 4} 1.307556{col 74}{space 3} 1.636262
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5304336{col 33}{space 2} .0903542{col 44}{space 1}    5.87{col 53}{space 3}0.000{col 61}{space 4} .3532441{col 74}{space 3} .7076231
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2811044{col 33}{space 2} .2333486{col 44}{space 1}   -1.20{col 53}{space 3}0.228{col 61}{space 4}-.7387139{col 74}{space 3} .1765052
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.510943{col 33}{space 2} .4277387{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4}-2.349762{col 74}{space 3}-.6721234
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}  .212637{col 33}{space 2} .1022663{col 44}{space 1}    2.08{col 53}{space 3}0.038{col 61}{space 4} .0120872{col 74}{space 3} .4131868
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7140232{col 33}{space 2} .1063344{col 44}{space 1}    6.71{col 53}{space 3}0.000{col 61}{space 4} .5054955{col 74}{space 3} .9225509
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4122002{col 33}{space 2} .0962005{col 44}{space 1}   -4.28{col 53}{space 3}0.000{col 61}{space 4}-.6008547{col 74}{space 3}-.2235457
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0937837{col 33}{space 2} .0845163{col 44}{space 1}   -1.11{col 53}{space 3}0.267{col 61}{space 4}-.2595248{col 74}{space 3} .0719575
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.409889{col 33}{space 2} .2628535{col 44}{space 1}    5.36{col 53}{space 3}0.000{col 61}{space 4}  .894419{col 74}{space 3} 1.925359
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd200b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.676343{col 26}{space 2}  .023025{col 37}{space 1}  116.24{col 46}{space 3}0.000{col 54}{space 4} 2.631189{col 67}{space 3} 2.721496
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.730802{col 26}{space 2} .0101696{col 37}{space 1}  268.53{col 46}{space 3}0.000{col 54}{space 4} 2.710859{col 67}{space 3} 2.750746
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.765111{col 26}{space 2} .0050794{col 37}{space 1}  544.37{col 46}{space 3}0.000{col 54}{space 4}  2.75515{col 67}{space 3} 2.775072
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.779269{col 26}{space 2} .0106776{col 37}{space 1}  260.29{col 46}{space 3}0.000{col 54}{space 4}  2.75833{col 67}{space 3} 2.800208
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.773276{col 26}{space 2} .0156421{col 37}{space 1}  177.30{col 46}{space 3}0.000{col 54}{space 4} 2.742601{col 67}{space 3} 2.803951
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.747132{col 26}{space 2} .0188234{col 37}{space 1}  145.94{col 46}{space 3}0.000{col 54}{space 4} 2.710218{col 67}{space 3} 2.784046
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.700837{col 26}{space 2} .0209616{col 37}{space 1}  128.85{col 46}{space 3}0.000{col 54}{space 4}  2.65973{col 67}{space 3} 2.741944
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.634391{col 26}{space 2} .0235842{col 37}{space 1}  111.70{col 46}{space 3}0.000{col 54}{space 4} 2.588141{col 67}{space 3} 2.680641
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.547794{col 26}{space 2}  .028654{col 37}{space 1}   88.92{col 46}{space 3}0.000{col 54}{space 4} 2.491602{col 67}{space 3} 2.603986
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.441046{col 26}{space 2} .0375507{col 37}{space 1}   65.01{col 46}{space 3}0.000{col 54}{space 4} 2.367407{col 67}{space 3} 2.514685
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.314147{col 26}{space 2} .0505892{col 37}{space 1}   45.74{col 46}{space 3}0.000{col 54}{space 4} 2.214939{col 67}{space 3} 2.413356
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd200b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd200b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd200b.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd100b omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5013.38
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9005
                                                {txt}Root MSE          =    {res} .22031

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd100b {c |}{col 21}{res}{space 2} .7940331{col 33}{space 2} .1598894{col 44}{space 1}    4.97{col 53}{space 3}0.000{col 61}{space 4} .4804811{col 74}{space 3} 1.107585
{txt}{space 12}msd100b {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd100b#c.msd100b {c |}{col 21}{res}{space 2}-1.229716{col 33}{space 2} .1793548{col 44}{space 1}   -6.86{col 53}{space 3}0.000{col 61}{space 4}-1.581441{col 74}{space 3}-.8779914
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1271372{col 33}{space 2} .0260114{col 44}{space 1}    4.89{col 53}{space 3}0.000{col 61}{space 4} .0761274{col 74}{space 3} .1781471
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001044{col 33}{space 2} .0000204{col 44}{space 1}    5.11{col 53}{space 3}0.000{col 61}{space 4} .0000643{col 74}{space 3} .0001445
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0003609{col 33}{space 2} .0000672{col 44}{space 1}   -5.37{col 53}{space 3}0.000{col 61}{space 4}-.0004928{col 74}{space 3}-.0002291
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0495612{col 33}{space 2} .0207043{col 44}{space 1}    2.39{col 53}{space 3}0.017{col 61}{space 4} .0089588{col 74}{space 3} .0901635
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.47e-07{col 33}{space 2} 1.26e-07{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-6.94e-07{col 74}{space 3}-2.01e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0213925{col 33}{space 2}  .003144{col 44}{space 1}    6.80{col 53}{space 3}0.000{col 61}{space 4} .0152269{col 74}{space 3} .0275581
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0155709{col 33}{space 2} .0115092{col 44}{space 1}    1.35{col 53}{space 3}0.176{col 61}{space 4}-.0069992{col 74}{space 3} .0381411
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005621{col 33}{space 2}  .000236{col 44}{space 1}   -2.38{col 53}{space 3}0.017{col 61}{space 4}-.0010248{col 74}{space 3}-.0000994
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2732637{col 33}{space 2} .0806633{col 44}{space 1}   -3.39{col 53}{space 3}0.001{col 61}{space 4}-.4314488{col 74}{space 3}-.1150785
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.483497{col 33}{space 2} .0621208{col 44}{space 1}  -23.88{col 53}{space 3}0.000{col 61}{space 4}-1.605319{col 74}{space 3}-1.361674
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.668448{col 33}{space 2} .1111055{col 44}{space 1}  -15.02{col 53}{space 3}0.000{col 61}{space 4}-1.886332{col 74}{space 3}-1.450564
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8091082{col 33}{space 2}  .097855{col 44}{space 1}    8.27{col 53}{space 3}0.000{col 61}{space 4} .6172091{col 74}{space 3} 1.001007
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .1650239{col 33}{space 2} .0973367{col 44}{space 1}    1.70{col 53}{space 3}0.090{col 61}{space 4}-.0258587{col 74}{space 3} .3559065
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .2901248{col 33}{space 2} .0836126{col 44}{space 1}    3.47{col 53}{space 3}0.001{col 61}{space 4} .1261559{col 74}{space 3} .4540937
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9052684{col 33}{space 2} .1057685{col 44}{space 1}    8.56{col 53}{space 3}0.000{col 61}{space 4} .6978506{col 74}{space 3} 1.112686
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0367734{col 33}{space 2} .0939194{col 44}{space 1}    0.39{col 53}{space 3}0.695{col 61}{space 4}-.1474077{col 74}{space 3} .2209545
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4554005{col 33}{space 2} .0844857{col 44}{space 1}   -5.39{col 53}{space 3}0.000{col 61}{space 4}-.6210815{col 74}{space 3}-.2897194
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.358933{col 33}{space 2} .1634171{col 44}{space 1}   -8.32{col 53}{space 3}0.000{col 61}{space 4}-1.679403{col 74}{space 3}-1.038463
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2936273{col 33}{space 2} .1034561{col 44}{space 1}    2.84{col 53}{space 3}0.005{col 61}{space 4} .0907442{col 74}{space 3} .4965105
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-.9800665{col 33}{space 2} .1007007{col 44}{space 1}   -9.73{col 53}{space 3}0.000{col 61}{space 4}-1.177546{col 74}{space 3}-.7825869
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2848574{col 33}{space 2} .0873494{col 44}{space 1}    3.26{col 53}{space 3}0.001{col 61}{space 4} .1135605{col 74}{space 3} .4561543
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.7643646{col 33}{space 2} .1340849{col 44}{space 1}   -5.70{col 53}{space 3}0.000{col 61}{space 4}-1.027313{col 74}{space 3}-.5014167
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.4265946{col 33}{space 2} .1602474{col 44}{space 1}   -2.66{col 53}{space 3}0.008{col 61}{space 4}-.7408486{col 74}{space 3}-.1123406
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8078783{col 33}{space 2} .0743321{col 44}{space 1}  -10.87{col 53}{space 3}0.000{col 61}{space 4}-.9536476{col 74}{space 3} -.662109
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6820756{col 33}{space 2} .0950601{col 44}{space 1}   -7.18{col 53}{space 3}0.000{col 61}{space 4}-.8684937{col 74}{space 3}-.4956575
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5673034{col 33}{space 2} .0817315{col 44}{space 1}   -6.94{col 53}{space 3}0.000{col 61}{space 4}-.7275834{col 74}{space 3}-.4070234
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2} -.199498{col 33}{space 2} .1139506{col 44}{space 1}   -1.75{col 53}{space 3}0.080{col 61}{space 4}-.4229614{col 74}{space 3} .0239655
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7322845{col 33}{space 2} .1239267{col 44}{space 1}   -5.91{col 53}{space 3}0.000{col 61}{space 4}-.9753116{col 74}{space 3}-.4892573
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5410635{col 33}{space 2} .0966423{col 44}{space 1}    5.60{col 53}{space 3}0.000{col 61}{space 4} .3515427{col 74}{space 3} .7305843
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .7800012{col 33}{space 2} .1250819{col 44}{space 1}    6.24{col 53}{space 3}0.000{col 61}{space 4} .5347086{col 74}{space 3} 1.025294
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}-.5270722{col 33}{space 2} .1213537{col 44}{space 1}   -4.34{col 53}{space 3}0.000{col 61}{space 4}-.7650535{col 74}{space 3}-.2890909
{txt}{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.5313775{col 33}{space 2} .1340826{col 44}{space 1}   -3.96{col 53}{space 3}0.000{col 61}{space 4}-.7943208{col 74}{space 3}-.2684341
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3427555{col 33}{space 2}  .066788{col 44}{space 1}    5.13{col 53}{space 3}0.000{col 61}{space 4} .2117805{col 74}{space 3} .4737305
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.242434{col 33}{space 2} .1722576{col 44}{space 1}   -7.21{col 53}{space 3}0.000{col 61}{space 4}-1.580241{col 74}{space 3}-.9046276
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2} -1.08551{col 33}{space 2} .0691699{col 44}{space 1}  -15.69{col 53}{space 3}0.000{col 61}{space 4}-1.221156{col 74}{space 3}-.9498643
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4039294{col 33}{space 2} .1012724{col 44}{space 1}    3.99{col 53}{space 3}0.000{col 61}{space 4} .2053286{col 74}{space 3} .6025302
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3527338{col 33}{space 2} .1133751{col 44}{space 1}    3.11{col 53}{space 3}0.002{col 61}{space 4}  .130399{col 74}{space 3} .5750685
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.475818{col 33}{space 2} .0837765{col 44}{space 1}   17.62{col 53}{space 3}0.000{col 61}{space 4} 1.311528{col 74}{space 3} 1.640109
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5314653{col 33}{space 2} .0903313{col 44}{space 1}    5.88{col 53}{space 3}0.000{col 61}{space 4} .3543206{col 74}{space 3} .7086099
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2828923{col 33}{space 2} .2331502{col 44}{space 1}   -1.21{col 53}{space 3}0.225{col 61}{space 4}-.7401128{col 74}{space 3} .1743281
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.507422{col 33}{space 2}  .427626{col 44}{space 1}   -3.53{col 53}{space 3}0.000{col 61}{space 4} -2.34602{col 74}{space 3}-.6688236
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2150332{col 33}{space 2} .1023588{col 44}{space 1}    2.10{col 53}{space 3}0.036{col 61}{space 4} .0143018{col 74}{space 3} .4157645
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7058477{col 33}{space 2} .1063819{col 44}{space 1}    6.64{col 53}{space 3}0.000{col 61}{space 4} .4972268{col 74}{space 3} .9144686
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2} -.407519{col 33}{space 2} .0963755{col 44}{space 1}   -4.23{col 53}{space 3}0.000{col 61}{space 4}-.5965167{col 74}{space 3}-.2185214
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0912269{col 33}{space 2} .0844897{col 44}{space 1}   -1.08{col 53}{space 3}0.280{col 61}{space 4}-.2569159{col 74}{space 3} .0744622
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.379875{col 33}{space 2} .2627953{col 44}{space 1}    5.25{col 53}{space 3}0.000{col 61}{space 4}  .864519{col 74}{space 3} 1.895231
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd100b}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.658938{col 26}{space 2} .0233571{col 37}{space 1}  113.84{col 46}{space 3}0.000{col 54}{space 4} 2.613133{col 67}{space 3} 2.704743
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.726044{col 26}{space 2} .0099076{col 37}{space 1}  275.15{col 46}{space 3}0.000{col 54}{space 4} 2.706615{col 67}{space 3} 2.745473
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.768556{col 26}{space 2} .0053189{col 37}{space 1}  520.52{col 46}{space 3}0.000{col 54}{space 4} 2.758125{col 67}{space 3} 2.778987
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.786473{col 26}{space 2} .0111579{col 37}{space 1}  249.73{col 46}{space 3}0.000{col 54}{space 4} 2.764592{col 67}{space 3} 2.808355
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.779797{col 26}{space 2} .0158914{col 37}{space 1}  174.92{col 46}{space 3}0.000{col 54}{space 4} 2.748633{col 67}{space 3} 2.810961
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.748526{col 26}{space 2} .0188512{col 37}{space 1}  145.80{col 46}{space 3}0.000{col 54}{space 4} 2.711557{col 67}{space 3} 2.785494
{txt}{space 10}7  {c |}{col 14}{res}{space 2}  2.69266{col 26}{space 2} .0212874{col 37}{space 1}  126.49{col 46}{space 3}0.000{col 54}{space 4} 2.650914{col 67}{space 3} 2.734406
{txt}{space 10}8  {c |}{col 14}{res}{space 2}   2.6122{col 26}{space 2} .0253625{col 37}{space 1}  102.99{col 46}{space 3}0.000{col 54}{space 4} 2.562463{col 67}{space 3} 2.661938
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.507146{col 26}{space 2}   .03317{col 37}{space 1}   75.58{col 46}{space 3}0.000{col 54}{space 4} 2.442098{col 67}{space 3} 2.572194
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.377498{col 26}{space 2} .0455621{col 37}{space 1}   52.18{col 46}{space 3}0.000{col 54}{space 4} 2.288148{col 67}{space 3} 2.466848
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.223255{col 26}{space 2} .0624435{col 37}{space 1}   35.60{col 46}{space 3}0.000{col 54}{space 4}   2.1008{col 67}{space 3}  2.34571
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd100b{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd100b.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd100b.gph saved)

{com}. 
. graph combine ///
> "$resultspath/QEmsd1900b.gph" ///
> "$resultspath/QEmsd1800b.gph" ///
> "$resultspath/QEmsd1700b.gph" ///
> "$resultspath/QEmsd1600b.gph" ///
> "$resultspath/QEmsd1500b.gph" ///
> "$resultspath/QEmsd1400b.gph" ///
> "$resultspath/QEmsd1300b.gph" ///
> "$resultspath/QEmsd1200b.gph" ///
> "$resultspath/QEmsd1100b.gph" ///
> "$resultspath/QEmsd1000b.gph" ///
> "$resultspath/QEmsd900b.gph" ///
> "$resultspath/QEmsd800b.gph" ///
> "$resultspath/QEmsd700b.gph" ///
> "$resultspath/QEmsd600b.gph" ///
> "$resultspath/QEmsd500b.gph" ///
> "$resultspath/QEmsd400b.gph" ///
> "$resultspath/QEmsd300b.gph" ///
> "$resultspath/QEmsd200b.gph" ///
> "$resultspath/QEmsd100b.gph" ///
> , ///
> title("Quadratic Relationship Over Time") ///
> l1title("Log 2010 GDP per capita", size (medsmall) )  ///
> b1title("Mean State Duration", size(medsmall))  ///
> rows(3) cols (7) scheme(s1mono)
{res}{txt}
{com}. 
. graph export "$resultspath/QEmsdComb.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsdComb.png written in PNG format)

{com}. 
. ***********************
. * Figure 7
. ***********************
. 
. graph combine ///
> "$resultspath/QEmsd500b.gph" ///
> "$resultspath/QEmsd800b.gph" ///
> "$resultspath/QEmsd1400b.gph" ///
> , ///
> title("Quadratic Relationship Over Time") ///
> l1title("Log 2010 GDP per capita", size (medsmall) )  ///
> b1title("Mean State Duration", size(medsmall))  ///
> rows(3) cols (7) scheme(s1mono)
{res}{txt}
{com}. 
. graph export "$resultspath/QEmsd3period.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd3period.png written in PNG format)

{com}. 
. 
. 
. *******************************************************************************
. * Figure S2
. *******************************************************************************
. 
. 
. local years1 1900 1800 1700 1600 1500 1400 1300 1200 1100 1000 900 800 700 600 500 400 300 200 100
{txt}
{com}. foreach i of local years1 {c -(}
{txt}  2{com}. 
. xi: reg loggdp2010percapita_maxarea msd`i'a c.msd`i'a##c.msd`i'a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}  3{com}. 
. margins, at(msd`i'a==(0(0.1)1)) 
{txt}  4{com}. marginsplot, title("0000-`i'", size(small)) ///
> ytitle("")  ///
> xtitle("")  ///
> scheme(s1mono)
{txt}  5{com}. 
. graph save "$resultspath/QEmsd`i'a.gph", replace
{txt}  6{com}. *graph export "../TablesFigures/QEmsd`i'b.png", as(png) replace
. 
. {c )-}
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1900a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5122.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9008
                                                {txt}Root MSE          =    {res} .22006

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1900a {c |}{col 23}{res}{space 2} .9777114{col 35}{space 2} .1741494{col 46}{space 1}    5.61{col 55}{space 3}0.000{col 63}{space 4} .6361948{col 76}{space 3} 1.319228
{txt}{space 13}msd1900a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1900a#c.msd1900a {c |}{col 23}{res}{space 2}-1.552613{col 35}{space 2} .2163734{col 46}{space 1}   -7.18{col 55}{space 3}0.000{col 63}{space 4}-1.976933{col 76}{space 3}-1.128293
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1279126{col 35}{space 2} .0259847{col 46}{space 1}    4.92{col 55}{space 3}0.000{col 63}{space 4} .0769551{col 76}{space 3} .1788701
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001042{col 35}{space 2} .0000204{col 46}{space 1}    5.12{col 55}{space 3}0.000{col 63}{space 4} .0000643{col 76}{space 3} .0001442
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003634{col 35}{space 2}  .000067{col 46}{space 1}   -5.43{col 55}{space 3}0.000{col 63}{space 4}-.0004947{col 76}{space 3}-.0002321
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0475136{col 35}{space 2} .0206401{col 46}{space 1}    2.30{col 55}{space 3}0.021{col 63}{space 4} .0070373{col 76}{space 3}   .08799
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.27e-07{col 35}{space 2} 1.25e-07{col 46}{space 1}   -3.41{col 55}{space 3}0.001{col 63}{space 4}-6.73e-07{col 76}{space 3}-1.82e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0216921{col 35}{space 2} .0031321{col 46}{space 1}    6.93{col 55}{space 3}0.000{col 63}{space 4} .0155498{col 76}{space 3} .0278343
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0154321{col 35}{space 2}  .011514{col 46}{space 1}    1.34{col 55}{space 3}0.180{col 63}{space 4}-.0071475{col 76}{space 3} .0380118
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005534{col 35}{space 2} .0002363{col 46}{space 1}   -2.34{col 55}{space 3}0.019{col 63}{space 4}-.0010167{col 76}{space 3}-.0000901
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2} -.269317{col 35}{space 2} .0810634{col 46}{space 1}   -3.32{col 55}{space 3}0.001{col 63}{space 4}-.4282867{col 76}{space 3}-.1103472
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.485123{col 35}{space 2} .0625544{col 46}{space 1}  -23.74{col 55}{space 3}0.000{col 63}{space 4}-1.607795{col 76}{space 3} -1.36245
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.672077{col 35}{space 2} .1095874{col 46}{space 1}  -15.26{col 55}{space 3}0.000{col 63}{space 4}-1.886984{col 76}{space 3} -1.45717
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .8019902{col 35}{space 2} .0977928{col 46}{space 1}    8.20{col 55}{space 3}0.000{col 63}{space 4} .6102132{col 76}{space 3} .9937673
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1717041{col 35}{space 2}  .097556{col 46}{space 1}    1.76{col 55}{space 3}0.079{col 63}{space 4}-.0196086{col 76}{space 3} .3630169
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2948632{col 35}{space 2} .0838922{col 46}{space 1}    3.51{col 55}{space 3}0.000{col 63}{space 4} .1303459{col 76}{space 3} .4593804
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .8993412{col 35}{space 2}  .106505{col 46}{space 1}    8.44{col 55}{space 3}0.000{col 63}{space 4}  .690479{col 76}{space 3} 1.108204
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}  .040828{col 35}{space 2} .0942062{col 46}{space 1}    0.43{col 55}{space 3}0.665{col 63}{space 4}-.1439157{col 76}{space 3} .2255716
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} -.453538{col 35}{space 2}  .084417{col 46}{space 1}   -5.37{col 55}{space 3}0.000{col 63}{space 4}-.6190845{col 76}{space 3}-.2879916
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.357491{col 35}{space 2} .1631824{col 46}{space 1}   -8.32{col 55}{space 3}0.000{col 63}{space 4}-1.677501{col 76}{space 3}-1.037481
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3060847{col 35}{space 2} .1033858{col 46}{space 1}    2.96{col 55}{space 3}0.003{col 63}{space 4} .1033395{col 76}{space 3} .5088299
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9869371{col 35}{space 2} .1000613{col 46}{space 1}   -9.86{col 55}{space 3}0.000{col 63}{space 4}-1.183163{col 76}{space 3}-.7907113
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2903581{col 35}{space 2} .0876789{col 46}{space 1}    3.31{col 55}{space 3}0.001{col 63}{space 4} .1184149{col 76}{space 3} .4623013
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7648066{col 35}{space 2} .1343535{col 46}{space 1}   -5.69{col 55}{space 3}0.000{col 63}{space 4}-1.028281{col 76}{space 3} -.501332
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4258402{col 35}{space 2} .1602093{col 46}{space 1}   -2.66{col 55}{space 3}0.008{col 63}{space 4}-.7400194{col 76}{space 3} -.111661
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8033571{col 35}{space 2} .0749172{col 46}{space 1}  -10.72{col 55}{space 3}0.000{col 63}{space 4}-.9502738{col 76}{space 3}-.6564403
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6751279{col 35}{space 2} .0952466{col 46}{space 1}   -7.09{col 55}{space 3}0.000{col 63}{space 4}-.8619119{col 76}{space 3} -.488344
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5678811{col 35}{space 2}  .082609{col 46}{space 1}   -6.87{col 55}{space 3}0.000{col 63}{space 4} -.729882{col 76}{space 3}-.4058803
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1918488{col 35}{space 2} .1141641{col 46}{space 1}   -1.68{col 55}{space 3}0.093{col 63}{space 4}-.4157309{col 76}{space 3} .0320334
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7263431{col 35}{space 2} .1240513{col 46}{space 1}   -5.86{col 55}{space 3}0.000{col 63}{space 4}-.9696147{col 76}{space 3}-.4830716
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5482577{col 35}{space 2}  .097053{col 46}{space 1}    5.65{col 55}{space 3}0.000{col 63}{space 4} .3579315{col 76}{space 3} .7385839
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7720401{col 35}{space 2} .1239436{col 46}{space 1}    6.23{col 55}{space 3}0.000{col 63}{space 4} .5289798{col 76}{space 3}   1.0151
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5206881{col 35}{space 2} .1215284{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4} -.759012{col 76}{space 3}-.2823641
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5311111{col 35}{space 2} .1339311{col 46}{space 1}   -3.97{col 55}{space 3}0.000{col 63}{space 4}-.7937573{col 76}{space 3}-.2684649
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}  .350583{col 35}{space 2} .0668354{col 46}{space 1}    5.25{col 55}{space 3}0.000{col 63}{space 4} .2195151{col 76}{space 3} .4816508
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.235657{col 35}{space 2} .1764654{col 46}{space 1}   -7.00{col 55}{space 3}0.000{col 63}{space 4}-1.581716{col 76}{space 3}-.8895991
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.078298{col 35}{space 2} .0691797{col 46}{space 1}  -15.59{col 55}{space 3}0.000{col 63}{space 4}-1.213964{col 76}{space 3} -.942633
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4071004{col 35}{space 2} .1011139{col 46}{space 1}    4.03{col 55}{space 3}0.000{col 63}{space 4} .2088105{col 76}{space 3} .6053902
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3566872{col 35}{space 2} .1132709{col 46}{space 1}    3.15{col 55}{space 3}0.002{col 63}{space 4} .1345566{col 76}{space 3} .5788178
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.480958{col 35}{space 2} .0836942{col 46}{space 1}   17.69{col 55}{space 3}0.000{col 63}{space 4} 1.316829{col 76}{space 3} 1.645087
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5330285{col 35}{space 2} .0904909{col 46}{space 1}    5.89{col 55}{space 3}0.000{col 63}{space 4} .3555709{col 76}{space 3} .7104861
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2777635{col 35}{space 2}  .232868{col 46}{space 1}   -1.19{col 55}{space 3}0.233{col 63}{space 4}-.7344306{col 76}{space 3} .1789036
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.509941{col 35}{space 2} .4266334{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-2.346593{col 76}{space 3}-.6732895
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2093709{col 35}{space 2}  .101352{col 46}{space 1}    2.07{col 55}{space 3}0.039{col 63}{space 4}  .010614{col 76}{space 3} .4081278
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .6967554{col 35}{space 2} .1073216{col 46}{space 1}    6.49{col 55}{space 3}0.000{col 63}{space 4} .4862918{col 76}{space 3}  .907219
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4135947{col 35}{space 2} .0966938{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4}-.6032166{col 76}{space 3}-.2239727
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0888025{col 35}{space 2} .0847148{col 46}{space 1}   -1.05{col 55}{space 3}0.295{col 63}{space 4}-.2549329{col 76}{space 3} .0773279
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.353017{col 35}{space 2} .2621541{col 46}{space 1}    5.16{col 55}{space 3}0.000{col 63}{space 4} .8389181{col 76}{space 3} 1.867115
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.639928{col 26}{space 2} .0239476{col 37}{space 1}  110.24{col 46}{space 3}0.000{col 54}{space 4} 2.592965{col 67}{space 3}  2.68689
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.722173{col 26}{space 2} .0095547{col 37}{space 1}  284.90{col 46}{space 3}0.000{col 54}{space 4} 2.703435{col 67}{space 3}  2.74091
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.773365{col 26}{space 2} .0057823{col 37}{space 1}  479.63{col 46}{space 3}0.000{col 54}{space 4} 2.762026{col 67}{space 3} 2.784705
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.793506{col 26}{space 2} .0117658{col 37}{space 1}  237.43{col 46}{space 3}0.000{col 54}{space 4} 2.770433{col 67}{space 3} 2.816579
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.782594{col 26}{space 2} .0160365{col 37}{space 1}  173.52{col 46}{space 3}0.000{col 54}{space 4} 2.751146{col 67}{space 3} 2.814043
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.74063{col 26}{space 2} .0187852{col 37}{space 1}  145.89{col 46}{space 3}0.000{col 54}{space 4} 2.703791{col 67}{space 3} 2.777469
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.667614{col 26}{space 2} .0223871{col 37}{space 1}  119.16{col 46}{space 3}0.000{col 54}{space 4} 2.623711{col 67}{space 3} 2.711516
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.563545{col 26}{space 2} .0298334{col 37}{space 1}   85.93{col 46}{space 3}0.000{col 54}{space 4}  2.50504{col 67}{space 3}  2.62205
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.428425{col 26}{space 2} .0426587{col 37}{space 1}   56.93{col 46}{space 3}0.000{col 54}{space 4} 2.344768{col 67}{space 3} 2.512081
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.262252{col 26}{space 2} .0608528{col 37}{space 1}   37.18{col 46}{space 3}0.000{col 54}{space 4} 2.142916{col 67}{space 3} 2.381587
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.065026{col 26}{space 2} .0840534{col 37}{space 1}   24.57{col 46}{space 3}0.000{col 54}{space 4} 1.900193{col 67}{space 3}  2.22986
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1900a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1900a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1900a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1800a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  4971.96
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9006
                                                {txt}Root MSE          =    {res} .22021

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1800a {c |}{col 23}{res}{space 2} .8904914{col 35}{space 2} .1709903{col 46}{space 1}    5.21{col 55}{space 3}0.000{col 63}{space 4}   .55517{col 76}{space 3} 1.225813
{txt}{space 13}msd1800a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1800a#c.msd1800a {c |}{col 23}{res}{space 2}-1.481399{col 35}{space 2} .2182361{col 46}{space 1}   -6.79{col 55}{space 3}0.000{col 63}{space 4}-1.909372{col 76}{space 3}-1.053426
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1294571{col 35}{space 2} .0260388{col 46}{space 1}    4.97{col 55}{space 3}0.000{col 63}{space 4} .0783936{col 76}{space 3} .1805205
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001044{col 35}{space 2} .0000204{col 46}{space 1}    5.11{col 55}{space 3}0.000{col 63}{space 4} .0000643{col 76}{space 3} .0001444
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003511{col 35}{space 2} .0000668{col 46}{space 1}   -5.26{col 55}{space 3}0.000{col 63}{space 4}-.0004821{col 76}{space 3}-.0002201
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}  .047365{col 35}{space 2}  .020768{col 46}{space 1}    2.28{col 55}{space 3}0.023{col 63}{space 4} .0066377{col 76}{space 3} .0880923
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.31e-07{col 35}{space 2} 1.26e-07{col 46}{space 1}   -3.42{col 55}{space 3}0.001{col 63}{space 4}-6.78e-07{col 76}{space 3}-1.84e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0220135{col 35}{space 2} .0031321{col 46}{space 1}    7.03{col 55}{space 3}0.000{col 63}{space 4} .0158712{col 76}{space 3} .0281558
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0161757{col 35}{space 2} .0115052{col 46}{space 1}    1.41{col 55}{space 3}0.160{col 63}{space 4}-.0063866{col 76}{space 3}  .038738
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005771{col 35}{space 2}  .000236{col 46}{space 1}   -2.45{col 55}{space 3}0.015{col 63}{space 4}-.0010399{col 76}{space 3}-.0001143
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2692434{col 35}{space 2} .0817901{col 46}{space 1}   -3.29{col 55}{space 3}0.001{col 63}{space 4}-.4296384{col 76}{space 3}-.1088484
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2} -1.47609{col 35}{space 2} .0622606{col 46}{space 1}  -23.71{col 55}{space 3}0.000{col 63}{space 4}-1.598186{col 76}{space 3}-1.353993
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.670706{col 35}{space 2} .1101031{col 46}{space 1}  -15.17{col 55}{space 3}0.000{col 63}{space 4}-1.886624{col 76}{space 3}-1.454788
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .8012553{col 35}{space 2} .0979196{col 46}{space 1}    8.18{col 55}{space 3}0.000{col 63}{space 4} .6092296{col 76}{space 3}  .993281
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1689647{col 35}{space 2} .0979068{col 46}{space 1}    1.73{col 55}{space 3}0.085{col 63}{space 4} -.023036{col 76}{space 3} .3609655
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2930943{col 35}{space 2} .0843879{col 46}{space 1}    3.47{col 55}{space 3}0.001{col 63}{space 4} .1276049{col 76}{space 3} .4585837
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9021637{col 35}{space 2} .1070647{col 46}{space 1}    8.43{col 55}{space 3}0.000{col 63}{space 4} .6922038{col 76}{space 3} 1.112123
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0327625{col 35}{space 2} .0953889{col 46}{space 1}    0.34{col 55}{space 3}0.731{col 63}{space 4}-.1543005{col 76}{space 3} .2198254
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4552899{col 35}{space 2} .0849396{col 46}{space 1}   -5.36{col 55}{space 3}0.000{col 63}{space 4}-.6218612{col 76}{space 3}-.2887186
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.363425{col 35}{space 2} .1632859{col 46}{space 1}   -8.35{col 55}{space 3}0.000{col 63}{space 4}-1.683638{col 76}{space 3}-1.043213
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3006176{col 35}{space 2} .1040009{col 46}{space 1}    2.89{col 55}{space 3}0.004{col 63}{space 4}  .096666{col 76}{space 3} .5045692
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2} -.986525{col 35}{space 2} .1011244{col 46}{space 1}   -9.76{col 55}{space 3}0.000{col 63}{space 4}-1.184836{col 76}{space 3}-.7882145
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2860712{col 35}{space 2} .0884614{col 46}{space 1}    3.23{col 55}{space 3}0.001{col 63}{space 4} .1125935{col 76}{space 3} .4595489
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7670647{col 35}{space 2} .1357276{col 46}{space 1}   -5.65{col 55}{space 3}0.000{col 63}{space 4}-1.033234{col 76}{space 3}-.5008955
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4252047{col 35}{space 2}  .161004{col 46}{space 1}   -2.64{col 55}{space 3}0.008{col 63}{space 4}-.7409425{col 76}{space 3}-.1094669
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8020405{col 35}{space 2} .0756079{col 46}{space 1}  -10.61{col 55}{space 3}0.000{col 63}{space 4}-.9503119{col 76}{space 3}-.6537691
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6886068{col 35}{space 2} .0955317{col 46}{space 1}   -7.21{col 55}{space 3}0.000{col 63}{space 4}-.8759497{col 76}{space 3}-.5012639
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5803964{col 35}{space 2} .0830342{col 46}{space 1}   -6.99{col 55}{space 3}0.000{col 63}{space 4} -.743231{col 76}{space 3}-.4175618
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1952796{col 35}{space 2} .1145003{col 46}{space 1}   -1.71{col 55}{space 3}0.088{col 63}{space 4}-.4198209{col 76}{space 3} .0292618
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7223149{col 35}{space 2} .1250358{col 46}{space 1}   -5.78{col 55}{space 3}0.000{col 63}{space 4}-.9675169{col 76}{space 3}-.4771128
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5435466{col 35}{space 2} .0979059{col 46}{space 1}    5.55{col 55}{space 3}0.000{col 63}{space 4} .3515478{col 76}{space 3} .7355455
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7645952{col 35}{space 2} .1250312{col 46}{space 1}    6.12{col 55}{space 3}0.000{col 63}{space 4} .5194022{col 76}{space 3} 1.009788
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2} -.518607{col 35}{space 2} .1226419{col 46}{space 1}   -4.23{col 55}{space 3}0.000{col 63}{space 4}-.7591146{col 76}{space 3}-.2780994
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5272938{col 35}{space 2} .1348938{col 46}{space 1}   -3.91{col 55}{space 3}0.000{col 63}{space 4}-.7918279{col 76}{space 3}-.2627597
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}  .339326{col 35}{space 2} .0672907{col 46}{space 1}    5.04{col 55}{space 3}0.000{col 63}{space 4} .2073653{col 76}{space 3} .4712867
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2} -1.24845{col 35}{space 2} .1786696{col 46}{space 1}   -6.99{col 55}{space 3}0.000{col 63}{space 4}-1.598831{col 76}{space 3}-.8980685
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.080421{col 35}{space 2} .0701828{col 46}{space 1}  -15.39{col 55}{space 3}0.000{col 63}{space 4}-1.218053{col 76}{space 3}-.9427886
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4028849{col 35}{space 2} .1019514{col 46}{space 1}    3.95{col 55}{space 3}0.000{col 63}{space 4} .2029526{col 76}{space 3} .6028173
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3433434{col 35}{space 2} .1130856{col 46}{space 1}    3.04{col 55}{space 3}0.002{col 63}{space 4} .1215763{col 76}{space 3} .5651106
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.473821{col 35}{space 2} .0845828{col 46}{space 1}   17.42{col 55}{space 3}0.000{col 63}{space 4}  1.30795{col 76}{space 3} 1.639693
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5317609{col 35}{space 2} .0908962{col 46}{space 1}    5.85{col 55}{space 3}0.000{col 63}{space 4} .3535085{col 76}{space 3} .7100133
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2646112{col 35}{space 2} .2326045{col 46}{space 1}   -1.14{col 55}{space 3}0.255{col 63}{space 4}-.7207614{col 76}{space 3} .1915391
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.510091{col 35}{space 2}  .427077{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-2.347613{col 76}{space 3}-.6725693
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2033126{col 35}{space 2}  .102279{col 46}{space 1}    1.99{col 55}{space 3}0.047{col 63}{space 4} .0027377{col 76}{space 3} .4038874
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7036067{col 35}{space 2} .1075535{col 46}{space 1}    6.54{col 55}{space 3}0.000{col 63}{space 4} .4926884{col 76}{space 3}  .914525
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4107071{col 35}{space 2} .0970907{col 46}{space 1}   -4.23{col 55}{space 3}0.000{col 63}{space 4}-.6011073{col 76}{space 3}-.2203068
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0911568{col 35}{space 2} .0853177{col 46}{space 1}   -1.07{col 55}{space 3}0.285{col 63}{space 4}-.2584696{col 76}{space 3} .0761559
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.356255{col 35}{space 2}  .263829{col 46}{space 1}    5.14{col 55}{space 3}0.000{col 63}{space 4} .8388721{col 76}{space 3} 1.873639
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.652066{col 26}{space 2} .0237098{col 37}{space 1}  111.86{col 46}{space 3}0.000{col 54}{space 4} 2.605569{col 67}{space 3} 2.698562
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.726301{col 26}{space 2}  .009657{col 37}{space 1}  282.31{col 46}{space 3}0.000{col 54}{space 4} 2.707363{col 67}{space 3} 2.745239
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.770908{col 26}{space 2} .0055938{col 37}{space 1}  495.35{col 46}{space 3}0.000{col 54}{space 4} 2.759938{col 67}{space 3} 2.781878
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.785887{col 26}{space 2} .0111249{col 37}{space 1}  250.42{col 46}{space 3}0.000{col 54}{space 4} 2.764071{col 67}{space 3} 2.807704
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.771238{col 26}{space 2} .0152476{col 37}{space 1}  181.75{col 46}{space 3}0.000{col 54}{space 4} 2.741337{col 67}{space 3}  2.80114
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.726961{col 26}{space 2} .0182643{col 37}{space 1}  149.31{col 46}{space 3}0.000{col 54}{space 4} 2.691144{col 67}{space 3} 2.762779
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.653057{col 26}{space 2} .0227481{col 37}{space 1}  116.63{col 46}{space 3}0.000{col 54}{space 4} 2.608446{col 67}{space 3} 2.697667
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.549524{col 26}{space 2} .0314466{col 37}{space 1}   81.07{col 46}{space 3}0.000{col 54}{space 4} 2.487855{col 67}{space 3} 2.611193
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.416363{col 26}{space 2} .0454627{col 37}{space 1}   53.15{col 46}{space 3}0.000{col 54}{space 4} 2.327208{col 67}{space 3} 2.505518
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.253575{col 26}{space 2} .0646894{col 37}{space 1}   34.84{col 46}{space 3}0.000{col 54}{space 4} 2.126715{col 67}{space 3} 2.380434
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.061158{col 26}{space 2} .0888263{col 37}{space 1}   23.20{col 46}{space 3}0.000{col 54}{space 4} 1.886965{col 67}{space 3} 2.235351
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1800a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1800a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1800a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1700a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5286.27
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9013
                                                {txt}Root MSE          =    {res} .21942

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1700a {c |}{col 23}{res}{space 2} 1.294381{col 35}{space 2} .1781299{col 46}{space 1}    7.27{col 55}{space 3}0.000{col 63}{space 4} .9450583{col 76}{space 3} 1.643704
{txt}{space 13}msd1700a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1700a#c.msd1700a {c |}{col 23}{res}{space 2}-1.956067{col 35}{space 2} .2394164{col 46}{space 1}   -8.17{col 55}{space 3}0.000{col 63}{space 4}-2.425576{col 76}{space 3}-1.486558
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1228433{col 35}{space 2} .0256346{col 46}{space 1}    4.79{col 55}{space 3}0.000{col 63}{space 4} .0725725{col 76}{space 3} .1731142
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001069{col 35}{space 2} .0000204{col 46}{space 1}    5.24{col 55}{space 3}0.000{col 63}{space 4} .0000669{col 76}{space 3} .0001469
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003806{col 35}{space 2} .0000671{col 46}{space 1}   -5.67{col 55}{space 3}0.000{col 63}{space 4}-.0005121{col 76}{space 3}-.0002491
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0474992{col 35}{space 2} .0205733{col 46}{space 1}    2.31{col 55}{space 3}0.021{col 63}{space 4} .0071537{col 76}{space 3} .0878446
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.18e-07{col 35}{space 2} 1.24e-07{col 46}{space 1}   -3.36{col 55}{space 3}0.001{col 63}{space 4}-6.62e-07{col 76}{space 3}-1.74e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0207896{col 35}{space 2} .0031177{col 46}{space 1}    6.67{col 55}{space 3}0.000{col 63}{space 4} .0146756{col 76}{space 3} .0269036
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0127744{col 35}{space 2} .0115644{col 46}{space 1}    1.10{col 55}{space 3}0.269{col 63}{space 4}-.0099039{col 76}{space 3} .0354528
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0004887{col 35}{space 2} .0002373{col 46}{space 1}   -2.06{col 55}{space 3}0.040{col 63}{space 4} -.000954{col 76}{space 3}-.0000234
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2468365{col 35}{space 2} .0816638{col 46}{space 1}   -3.02{col 55}{space 3}0.003{col 63}{space 4}-.4069838{col 76}{space 3}-.0866893
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.483476{col 35}{space 2} .0622902{col 46}{space 1}  -23.82{col 55}{space 3}0.000{col 63}{space 4} -1.60563{col 76}{space 3}-1.361321
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.660712{col 35}{space 2} .1087961{col 46}{space 1}  -15.26{col 55}{space 3}0.000{col 63}{space 4}-1.874068{col 76}{space 3}-1.447357
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7969978{col 35}{space 2} .0982104{col 46}{space 1}    8.12{col 55}{space 3}0.000{col 63}{space 4} .6044017{col 76}{space 3} .9895938
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}  .179234{col 35}{space 2} .0982638{col 46}{space 1}    1.82{col 55}{space 3}0.068{col 63}{space 4}-.0134667{col 76}{space 3} .3719348
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .3075665{col 35}{space 2} .0846682{col 46}{space 1}    3.63{col 55}{space 3}0.000{col 63}{space 4} .1415275{col 76}{space 3} .4736054
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9123224{col 35}{space 2} .1071925{col 46}{space 1}    8.51{col 55}{space 3}0.000{col 63}{space 4}  .702112{col 76}{space 3} 1.122533
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}  .062214{col 35}{space 2} .0950607{col 46}{space 1}    0.65{col 55}{space 3}0.513{col 63}{space 4}-.1242053{col 76}{space 3} .2486333
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4435851{col 35}{space 2} .0847716{col 46}{space 1}   -5.23{col 55}{space 3}0.000{col 63}{space 4} -.609827{col 76}{space 3}-.2773433
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.350378{col 35}{space 2} .1637164{col 46}{space 1}   -8.25{col 55}{space 3}0.000{col 63}{space 4}-1.671435{col 76}{space 3}-1.029322
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3237346{col 35}{space 2} .1038979{col 46}{space 1}    3.12{col 55}{space 3}0.002{col 63}{space 4} .1199851{col 76}{space 3}  .527484
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9719792{col 35}{space 2} .1001749{col 46}{space 1}   -9.70{col 55}{space 3}0.000{col 63}{space 4}-1.168428{col 76}{space 3}-.7755306
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .3082125{col 35}{space 2} .0879904{col 46}{space 1}    3.50{col 55}{space 3}0.000{col 63}{space 4} .1356584{col 76}{space 3} .4807665
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7421449{col 35}{space 2} .1344634{col 46}{space 1}   -5.52{col 55}{space 3}0.000{col 63}{space 4}-1.005835{col 76}{space 3}-.4784548
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4143762{col 35}{space 2} .1597771{col 46}{space 1}   -2.59{col 55}{space 3}0.010{col 63}{space 4}-.7277081{col 76}{space 3}-.1010444
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.7826246{col 35}{space 2} .0751929{col 46}{space 1}  -10.41{col 55}{space 3}0.000{col 63}{space 4} -.930082{col 76}{space 3}-.6351673
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6713968{col 35}{space 2} .0945567{col 46}{space 1}   -7.10{col 55}{space 3}0.000{col 63}{space 4}-.8568276{col 76}{space 3}-.4859659
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5618398{col 35}{space 2} .0842454{col 46}{space 1}   -6.67{col 55}{space 3}0.000{col 63}{space 4}-.7270496{col 76}{space 3}  -.39663
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1844469{col 35}{space 2} .1148465{col 46}{space 1}   -1.61{col 55}{space 3}0.108{col 63}{space 4}-.4096671{col 76}{space 3} .0407734
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7018256{col 35}{space 2}  .123904{col 46}{space 1}   -5.66{col 55}{space 3}0.000{col 63}{space 4}-.9448083{col 76}{space 3}-.4588429
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5720533{col 35}{space 2} .0976047{col 46}{space 1}    5.86{col 55}{space 3}0.000{col 63}{space 4}  .380645{col 76}{space 3} .7634615
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7744352{col 35}{space 2} .1236832{col 46}{space 1}    6.26{col 55}{space 3}0.000{col 63}{space 4} .5318856{col 76}{space 3} 1.016985
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5045104{col 35}{space 2}   .12107{col 46}{space 1}   -4.17{col 55}{space 3}0.000{col 63}{space 4}-.7419353{col 76}{space 3}-.2670856
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5051399{col 35}{space 2} .1337139{col 46}{space 1}   -3.78{col 55}{space 3}0.000{col 63}{space 4}-.7673604{col 76}{space 3}-.2429195
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}  .356696{col 35}{space 2} .0667033{col 46}{space 1}    5.35{col 55}{space 3}0.000{col 63}{space 4} .2258872{col 76}{space 3} .4875048
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.205211{col 35}{space 2} .1796652{col 46}{space 1}   -6.71{col 55}{space 3}0.000{col 63}{space 4}-1.557544{col 76}{space 3}-.8528774
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.047474{col 35}{space 2} .0696076{col 46}{space 1}  -15.05{col 55}{space 3}0.000{col 63}{space 4}-1.183979{col 76}{space 3}-.9109699
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4211579{col 35}{space 2} .1012813{col 46}{space 1}    4.16{col 55}{space 3}0.000{col 63}{space 4} .2225396{col 76}{space 3} .6197762
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3679244{col 35}{space 2} .1125609{col 46}{space 1}    3.27{col 55}{space 3}0.001{col 63}{space 4} .1471863{col 76}{space 3} .5886625
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.506245{col 35}{space 2} .0843749{col 46}{space 1}   17.85{col 55}{space 3}0.000{col 63}{space 4} 1.340781{col 76}{space 3} 1.671708
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5463834{col 35}{space 2} .0906553{col 46}{space 1}    6.03{col 55}{space 3}0.000{col 63}{space 4} .3686034{col 76}{space 3} .7241635
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2787131{col 35}{space 2} .2326946{col 46}{space 1}   -1.20{col 55}{space 3}0.231{col 63}{space 4}-.7350401{col 76}{space 3} .1776139
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.493406{col 35}{space 2} .4260923{col 46}{space 1}   -3.50{col 55}{space 3}0.000{col 63}{space 4}-2.328997{col 76}{space 3}-.6578157
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2299071{col 35}{space 2} .1027462{col 46}{space 1}    2.24{col 55}{space 3}0.025{col 63}{space 4} .0284161{col 76}{space 3} .4313981
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}  .698059{col 35}{space 2} .1076587{col 46}{space 1}    6.48{col 55}{space 3}0.000{col 63}{space 4} .4869343{col 76}{space 3} .9091836
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3872649{col 35}{space 2} .0970878{col 46}{space 1}   -3.99{col 55}{space 3}0.000{col 63}{space 4}-.5776594{col 76}{space 3}-.1968703
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0704577{col 35}{space 2} .0851652{col 46}{space 1}   -0.83{col 55}{space 3}0.408{col 63}{space 4}-.2374714{col 76}{space 3} .0965561
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2}  1.33673{col 35}{space 2} .2606033{col 46}{space 1}    5.13{col 55}{space 3}0.000{col 63}{space 4} .8256722{col 76}{space 3} 1.847787
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.594477{col 26}{space 2} .0242066{col 37}{space 1}  107.18{col 46}{space 3}0.000{col 54}{space 4} 2.547007{col 67}{space 3} 2.641948
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.704355{col 26}{space 2} .0096866{col 37}{space 1}  279.19{col 46}{space 3}0.000{col 54}{space 4} 2.685359{col 67}{space 3} 2.723351
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.775111{col 26}{space 2} .0055946{col 37}{space 1}  496.04{col 46}{space 3}0.000{col 54}{space 4}  2.76414{col 67}{space 3} 2.786082
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.806746{col 26}{space 2} .0106836{col 37}{space 1}  262.71{col 46}{space 3}0.000{col 54}{space 4} 2.785794{col 67}{space 3} 2.827697
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.799259{col 26}{space 2}  .013989{col 37}{space 1}  200.10{col 46}{space 3}0.000{col 54}{space 4} 2.771826{col 67}{space 3} 2.826692
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.752651{col 26}{space 2} .0163359{col 37}{space 1}  168.50{col 46}{space 3}0.000{col 54}{space 4} 2.720616{col 67}{space 3} 2.784687
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.666922{col 26}{space 2} .0213571{col 37}{space 1}  124.87{col 46}{space 3}0.000{col 54}{space 4} 2.625039{col 67}{space 3} 2.708804
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.542071{col 26}{space 2} .0320863{col 37}{space 1}   79.23{col 46}{space 3}0.000{col 54}{space 4} 2.479148{col 67}{space 3} 2.604994
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.378099{col 26}{space 2} .0488947{col 37}{space 1}   48.64{col 46}{space 3}0.000{col 54}{space 4} 2.282214{col 67}{space 3} 2.473984
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.175006{col 26}{space 2} .0712796{col 37}{space 1}   30.51{col 46}{space 3}0.000{col 54}{space 4} 2.035223{col 67}{space 3} 2.314789
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.932791{col 26}{space 2} .0988866{col 37}{space 1}   19.55{col 46}{space 3}0.000{col 54}{space 4} 1.738869{col 67}{space 3} 2.126713
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1700a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1700a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1700a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1600a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,223
                                                {txt}F(47, 2175)       =  {res}  5297.06
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9017
                                                {txt}Root MSE          =    {res} .21897

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1600a {c |}{col 23}{res}{space 2} 1.238413{col 35}{space 2} .1716489{col 46}{space 1}    7.21{col 55}{space 3}0.000{col 63}{space 4} .9017998{col 76}{space 3} 1.575026
{txt}{space 13}msd1600a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1600a#c.msd1600a {c |}{col 23}{res}{space 2}-1.862442{col 35}{space 2} .2167949{col 46}{space 1}   -8.59{col 55}{space 3}0.000{col 63}{space 4}-2.287588{col 76}{space 3}-1.437295
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1287921{col 35}{space 2} .0255192{col 46}{space 1}    5.05{col 55}{space 3}0.000{col 63}{space 4} .0787476{col 76}{space 3} .1788366
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001081{col 35}{space 2} .0000204{col 46}{space 1}    5.31{col 55}{space 3}0.000{col 63}{space 4} .0000682{col 76}{space 3} .0001481
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003732{col 35}{space 2} .0000668{col 46}{space 1}   -5.58{col 55}{space 3}0.000{col 63}{space 4}-.0005043{col 76}{space 3}-.0002421
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0480492{col 35}{space 2} .0205308{col 46}{space 1}    2.34{col 55}{space 3}0.019{col 63}{space 4} .0077872{col 76}{space 3} .0883112
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.03e-07{col 35}{space 2} 1.25e-07{col 46}{space 1}   -3.24{col 55}{space 3}0.001{col 63}{space 4}-6.48e-07{col 76}{space 3}-1.59e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0212125{col 35}{space 2} .0030991{col 46}{space 1}    6.84{col 55}{space 3}0.000{col 63}{space 4} .0151349{col 76}{space 3}   .02729
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0173268{col 35}{space 2}  .011469{col 46}{space 1}    1.51{col 55}{space 3}0.131{col 63}{space 4}-.0051645{col 76}{space 3} .0398181
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005884{col 35}{space 2} .0002354{col 46}{space 1}   -2.50{col 55}{space 3}0.013{col 63}{space 4}  -.00105{col 76}{space 3}-.0001267
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2201139{col 35}{space 2} .0823802{col 46}{space 1}   -2.67{col 55}{space 3}0.008{col 63}{space 4}-.3816661{col 76}{space 3}-.0585618
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.471273{col 35}{space 2} .0619233{col 46}{space 1}  -23.76{col 55}{space 3}0.000{col 63}{space 4}-1.592708{col 76}{space 3}-1.349838
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.64978{col 35}{space 2} .1086814{col 46}{space 1}  -15.18{col 55}{space 3}0.000{col 63}{space 4} -1.86291{col 76}{space 3}-1.436649
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .8104458{col 35}{space 2} .0992048{col 46}{space 1}    8.17{col 55}{space 3}0.000{col 63}{space 4} .6158998{col 76}{space 3} 1.004992
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .2016901{col 35}{space 2} .0985809{col 46}{space 1}    2.05{col 55}{space 3}0.041{col 63}{space 4} .0083674{col 76}{space 3} .3950127
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .3256725{col 35}{space 2} .0852911{col 46}{space 1}    3.82{col 55}{space 3}0.000{col 63}{space 4} .1584119{col 76}{space 3} .4929331
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9462813{col 35}{space 2}  .107352{col 46}{space 1}    8.81{col 55}{space 3}0.000{col 63}{space 4} .7357582{col 76}{space 3} 1.156805
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0783115{col 35}{space 2}  .096258{col 46}{space 1}    0.81{col 55}{space 3}0.416{col 63}{space 4}-.1104558{col 76}{space 3} .2670788
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4312681{col 35}{space 2}  .085526{col 46}{space 1}   -5.04{col 55}{space 3}0.000{col 63}{space 4}-.5989893{col 76}{space 3} -.263547
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.336949{col 35}{space 2} .1637307{col 46}{space 1}   -8.17{col 55}{space 3}0.000{col 63}{space 4}-1.658034{col 76}{space 3}-1.015864
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3482576{col 35}{space 2} .1044868{col 46}{space 1}    3.33{col 55}{space 3}0.001{col 63}{space 4} .1433532{col 76}{space 3} .5531619
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9438867{col 35}{space 2} .1014073{col 46}{space 1}   -9.31{col 55}{space 3}0.000{col 63}{space 4}-1.142752{col 76}{space 3}-.7450213
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .3266462{col 35}{space 2} .0884351{col 46}{space 1}    3.69{col 55}{space 3}0.000{col 63}{space 4}   .15322{col 76}{space 3} .5000724
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.6920961{col 35}{space 2} .1351546{col 46}{space 1}   -5.12{col 55}{space 3}0.000{col 63}{space 4}-.9571417{col 76}{space 3}-.4270504
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.3699053{col 35}{space 2} .1607149{col 46}{space 1}   -2.30{col 55}{space 3}0.021{col 63}{space 4}-.6850761{col 76}{space 3}-.0547345
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.7758577{col 35}{space 2} .0749482{col 46}{space 1}  -10.35{col 55}{space 3}0.000{col 63}{space 4}-.9228353{col 76}{space 3}  -.62888
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6409138{col 35}{space 2} .0951965{col 46}{space 1}   -6.73{col 55}{space 3}0.000{col 63}{space 4}-.8275994{col 76}{space 3}-.4542281
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5476155{col 35}{space 2} .0841463{col 46}{space 1}   -6.51{col 55}{space 3}0.000{col 63}{space 4}-.7126311{col 76}{space 3}-.3825998
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1572413{col 35}{space 2} .1153167{col 46}{space 1}   -1.36{col 55}{space 3}0.173{col 63}{space 4}-.3833836{col 76}{space 3} .0689011
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.6561203{col 35}{space 2} .1247208{col 46}{space 1}   -5.26{col 55}{space 3}0.000{col 63}{space 4}-.9007047{col 76}{space 3}-.4115358
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5946509{col 35}{space 2} .0985032{col 46}{space 1}    6.04{col 55}{space 3}0.000{col 63}{space 4} .4014807{col 76}{space 3}  .787821
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7485608{col 35}{space 2} .1231155{col 46}{space 1}    6.08{col 55}{space 3}0.000{col 63}{space 4} .5071245{col 76}{space 3} .9899971
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.4528074{col 35}{space 2} .1221883{col 46}{space 1}   -3.71{col 55}{space 3}0.000{col 63}{space 4}-.6924253{col 76}{space 3}-.2131894
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.4590111{col 35}{space 2} .1344114{col 46}{space 1}   -3.41{col 55}{space 3}0.001{col 63}{space 4}-.7225994{col 76}{space 3}-.1954229
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3715076{col 35}{space 2} .0675819{col 46}{space 1}    5.50{col 55}{space 3}0.000{col 63}{space 4} .2389757{col 76}{space 3} .5040394
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.178012{col 35}{space 2} .1774647{col 46}{space 1}   -6.64{col 55}{space 3}0.000{col 63}{space 4}-1.526031{col 76}{space 3}-.8299944
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.032778{col 35}{space 2} .0702538{col 46}{space 1}  -14.70{col 55}{space 3}0.000{col 63}{space 4}-1.170549{col 76}{space 3}-.8950064
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4414095{col 35}{space 2} .1018903{col 46}{space 1}    4.33{col 55}{space 3}0.000{col 63}{space 4}  .241597{col 76}{space 3} .6412219
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3878233{col 35}{space 2} .1132377{col 46}{space 1}    3.42{col 55}{space 3}0.001{col 63}{space 4} .1657579{col 76}{space 3} .6098887
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.524818{col 35}{space 2} .0854018{col 46}{space 1}   17.85{col 55}{space 3}0.000{col 63}{space 4}  1.35734{col 76}{space 3} 1.692296
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}  .568773{col 35}{space 2} .0909935{col 46}{space 1}    6.25{col 55}{space 3}0.000{col 63}{space 4} .3903297{col 76}{space 3} .7472163
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2769817{col 35}{space 2} .2315892{col 46}{space 1}   -1.20{col 55}{space 3}0.232{col 63}{space 4} -.731141{col 76}{space 3} .1771776
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.482944{col 35}{space 2} .4258018{col 46}{space 1}   -3.48{col 55}{space 3}0.001{col 63}{space 4}-2.317965{col 76}{space 3}-.6479233
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2676179{col 35}{space 2} .1029838{col 46}{space 1}    2.60{col 55}{space 3}0.009{col 63}{space 4}  .065661{col 76}{space 3} .4695747
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7581806{col 35}{space 2}  .107653{col 46}{space 1}    7.04{col 55}{space 3}0.000{col 63}{space 4} .5470671{col 76}{space 3} .9692941
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3575476{col 35}{space 2} .0973365{col 46}{space 1}   -3.67{col 55}{space 3}0.000{col 63}{space 4}-.5484299{col 76}{space 3}-.1666653
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0514632{col 35}{space 2} .0857328{col 46}{space 1}   -0.60{col 55}{space 3}0.548{col 63}{space 4}-.2195899{col 76}{space 3} .1166634
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.296398{col 35}{space 2} .2618738{col 46}{space 1}    4.95{col 55}{space 3}0.000{col 63}{space 4} .7828493{col 76}{space 3} 1.809947
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,223
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.602951{col 26}{space 2} .0238728{col 37}{space 1}  109.03{col 46}{space 3}0.000{col 54}{space 4} 2.556135{col 67}{space 3} 2.649766
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.708167{col 26}{space 2} .0097282{col 37}{space 1}  278.38{col 46}{space 3}0.000{col 54}{space 4}  2.68909{col 67}{space 3} 2.727245
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.776135{col 26}{space 2} .0054732{col 37}{space 1}  507.22{col 46}{space 3}0.000{col 54}{space 4} 2.765402{col 67}{space 3} 2.786869
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.806855{col 26}{space 2} .0106183{col 37}{space 1}  264.34{col 46}{space 3}0.000{col 54}{space 4} 2.786032{col 67}{space 3} 2.827678
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.800325{col 26}{space 2} .0138816{col 37}{space 1}  201.73{col 46}{space 3}0.000{col 54}{space 4} 2.773102{col 67}{space 3} 2.827548
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.756547{col 26}{space 2} .0152413{col 37}{space 1}  180.86{col 46}{space 3}0.000{col 54}{space 4} 2.726658{col 67}{space 3} 2.786436
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.675519{col 26}{space 2} .0175164{col 37}{space 1}  152.74{col 46}{space 3}0.000{col 54}{space 4} 2.641169{col 67}{space 3}  2.70987
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.557243{col 26}{space 2} .0245838{col 37}{space 1}  104.02{col 46}{space 3}0.000{col 54}{space 4} 2.509033{col 67}{space 3} 2.605453
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.401718{col 26}{space 2} .0377599{col 37}{space 1}   63.61{col 46}{space 3}0.000{col 54}{space 4} 2.327669{col 67}{space 3} 2.475767
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.208944{col 26}{space 2} .0564344{col 37}{space 1}   39.14{col 46}{space 3}0.000{col 54}{space 4} 2.098273{col 67}{space 3} 2.319615
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.978922{col 26}{space 2} .0800496{col 37}{space 1}   24.72{col 46}{space 3}0.000{col 54}{space 4}  1.82194{col 67}{space 3} 2.135903
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1600a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1600a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1600a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1500a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,222
                                                {txt}F(47, 2174)       =  {res}  5366.09
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9017
                                                {txt}Root MSE          =    {res} .21906

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1500a {c |}{col 23}{res}{space 2} 1.198218{col 35}{space 2} .1692034{col 46}{space 1}    7.08{col 55}{space 3}0.000{col 63}{space 4} .8664008{col 76}{space 3} 1.530035
{txt}{space 13}msd1500a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1500a#c.msd1500a {c |}{col 23}{res}{space 2}-1.902841{col 35}{space 2} .2226556{col 46}{space 1}   -8.55{col 55}{space 3}0.000{col 63}{space 4}-2.339481{col 76}{space 3}-1.466201
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2}  .131208{col 35}{space 2} .0255472{col 46}{space 1}    5.14{col 55}{space 3}0.000{col 63}{space 4} .0811086{col 76}{space 3} .1813074
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001075{col 35}{space 2} .0000204{col 46}{space 1}    5.27{col 55}{space 3}0.000{col 63}{space 4} .0000675{col 76}{space 3} .0001475
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003635{col 35}{space 2} .0000665{col 46}{space 1}   -5.46{col 55}{space 3}0.000{col 63}{space 4} -.000494{col 76}{space 3}-.0002331
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0437416{col 35}{space 2} .0205366{col 46}{space 1}    2.13{col 55}{space 3}0.033{col 63}{space 4} .0034681{col 76}{space 3} .0840151
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-3.90e-07{col 35}{space 2} 1.27e-07{col 46}{space 1}   -3.08{col 55}{space 3}0.002{col 63}{space 4}-6.39e-07{col 76}{space 3}-1.41e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0215248{col 35}{space 2} .0030993{col 46}{space 1}    6.95{col 55}{space 3}0.000{col 63}{space 4} .0154469{col 76}{space 3} .0276026
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0191702{col 35}{space 2}  .011446{col 46}{space 1}    1.67{col 55}{space 3}0.094{col 63}{space 4}-.0032761{col 76}{space 3} .0416164
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006273{col 35}{space 2} .0002347{col 46}{space 1}   -2.67{col 55}{space 3}0.008{col 63}{space 4}-.0010876{col 76}{space 3} -.000167
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2} -.244673{col 35}{space 2}  .081268{col 46}{space 1}   -3.01{col 55}{space 3}0.003{col 63}{space 4} -.404044{col 76}{space 3}-.0853019
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.471748{col 35}{space 2} .0618294{col 46}{space 1}  -23.80{col 55}{space 3}0.000{col 63}{space 4}-1.592999{col 76}{space 3}-1.350497
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.65383{col 35}{space 2} .1088789{col 46}{space 1}  -15.19{col 55}{space 3}0.000{col 63}{space 4}-1.867348{col 76}{space 3}-1.440313
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .8088693{col 35}{space 2} .0990275{col 46}{space 1}    8.17{col 55}{space 3}0.000{col 63}{space 4} .6146709{col 76}{space 3} 1.003068
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .2036654{col 35}{space 2} .0983888{col 46}{space 1}    2.07{col 55}{space 3}0.039{col 63}{space 4} .0107196{col 76}{space 3} .3966113
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .3246731{col 35}{space 2}  .085115{col 46}{space 1}    3.81{col 55}{space 3}0.000{col 63}{space 4} .1577579{col 76}{space 3} .4915883
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9455027{col 35}{space 2} .1076476{col 46}{space 1}    8.78{col 55}{space 3}0.000{col 63}{space 4} .7343998{col 76}{space 3} 1.156606
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0681045{col 35}{space 2} .0961911{col 46}{space 1}    0.71{col 55}{space 3}0.479{col 63}{space 4}-.1205316{col 76}{space 3} .2567406
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4453788{col 35}{space 2} .0852715{col 46}{space 1}   -5.22{col 55}{space 3}0.000{col 63}{space 4}-.6126009{col 76}{space 3}-.2781567
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.347447{col 35}{space 2} .1618872{col 46}{space 1}   -8.32{col 55}{space 3}0.000{col 63}{space 4}-1.664917{col 76}{space 3}-1.029977
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3465948{col 35}{space 2} .1040892{col 46}{space 1}    3.33{col 55}{space 3}0.001{col 63}{space 4} .1424701{col 76}{space 3} .5507196
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9571017{col 35}{space 2} .1002933{col 46}{space 1}   -9.54{col 55}{space 3}0.000{col 63}{space 4}-1.153782{col 76}{space 3}-.7604211
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}  .318732{col 35}{space 2}  .088284{col 46}{space 1}    3.61{col 55}{space 3}0.000{col 63}{space 4} .1456022{col 76}{space 3} .4918617
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} -.710923{col 35}{space 2}  .135251{col 46}{space 1}   -5.26{col 55}{space 3}0.000{col 63}{space 4}-.9761578{col 76}{space 3}-.4456882
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.3705849{col 35}{space 2} .1609561{col 46}{space 1}   -2.30{col 55}{space 3}0.021{col 63}{space 4}-.6862287{col 76}{space 3}-.0549411
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8017787{col 35}{space 2} .0737699{col 46}{space 1}  -10.87{col 55}{space 3}0.000{col 63}{space 4}-.9464455{col 76}{space 3}-.6571119
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6473655{col 35}{space 2} .0950762{col 46}{space 1}   -6.81{col 55}{space 3}0.000{col 63}{space 4}-.8338152{col 76}{space 3}-.4609159
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5628806{col 35}{space 2} .0855736{col 46}{space 1}   -6.58{col 55}{space 3}0.000{col 63}{space 4}-.7306951{col 76}{space 3} -.395066
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1541282{col 35}{space 2} .1151078{col 46}{space 1}   -1.34{col 55}{space 3}0.181{col 63}{space 4}-.3798611{col 76}{space 3} .0716047
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.6687788{col 35}{space 2} .1244288{col 46}{space 1}   -5.37{col 55}{space 3}0.000{col 63}{space 4}-.9127906{col 76}{space 3}-.4247669
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5831089{col 35}{space 2} .0979823{col 46}{space 1}    5.95{col 55}{space 3}0.000{col 63}{space 4} .3909601{col 76}{space 3} .7752578
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7124421{col 35}{space 2} .1262863{col 46}{space 1}    5.64{col 55}{space 3}0.000{col 63}{space 4} .4647876{col 76}{space 3} .9600966
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.4546411{col 35}{space 2} .1223455{col 46}{space 1}   -3.72{col 55}{space 3}0.000{col 63}{space 4}-.6945675{col 76}{space 3}-.2147147
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.4690037{col 35}{space 2} .1341949{col 46}{space 1}   -3.49{col 55}{space 3}0.000{col 63}{space 4}-.7321672{col 76}{space 3}-.2058401
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3579917{col 35}{space 2} .0670939{col 46}{space 1}    5.34{col 55}{space 3}0.000{col 63}{space 4} .2264168{col 76}{space 3} .4895667
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.178884{col 35}{space 2} .1749504{col 46}{space 1}   -6.74{col 55}{space 3}0.000{col 63}{space 4}-1.521971{col 76}{space 3}-.8357962
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.045425{col 35}{space 2}  .069729{col 46}{space 1}  -14.99{col 55}{space 3}0.000{col 63}{space 4}-1.182167{col 76}{space 3}-.9086822
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4319652{col 35}{space 2} .1019541{col 46}{space 1}    4.24{col 55}{space 3}0.000{col 63}{space 4} .2320275{col 76}{space 3}  .631903
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3711927{col 35}{space 2} .1128187{col 46}{space 1}    3.29{col 55}{space 3}0.001{col 63}{space 4}  .149949{col 76}{space 3} .5924364
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.503736{col 35}{space 2} .0844428{col 46}{space 1}   17.81{col 55}{space 3}0.000{col 63}{space 4} 1.338139{col 76}{space 3} 1.669333
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5630891{col 35}{space 2} .0914082{col 46}{space 1}    6.16{col 55}{space 3}0.000{col 63}{space 4} .3838325{col 76}{space 3} .7423457
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2693193{col 35}{space 2} .2314304{col 46}{space 1}   -1.16{col 55}{space 3}0.245{col 63}{space 4}-.7231672{col 76}{space 3} .1845286
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.487365{col 35}{space 2} .4260425{col 46}{space 1}   -3.49{col 55}{space 3}0.000{col 63}{space 4}-2.322858{col 76}{space 3} -.651872
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2596924{col 35}{space 2} .1029323{col 46}{space 1}    2.52{col 55}{space 3}0.012{col 63}{space 4} .0578365{col 76}{space 3} .4615483
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}  .759937{col 35}{space 2} .1076849{col 46}{space 1}    7.06{col 55}{space 3}0.000{col 63}{space 4} .5487608{col 76}{space 3} .9711131
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3896286{col 35}{space 2} .0968792{col 46}{space 1}   -4.02{col 55}{space 3}0.000{col 63}{space 4}-.5796142{col 76}{space 3}-.1996431
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0594809{col 35}{space 2} .0859018{col 46}{space 1}   -0.69{col 55}{space 3}0.489{col 63}{space 4}-.2279391{col 76}{space 3} .1089772
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.323134{col 35}{space 2}  .261594{col 46}{space 1}    5.06{col 55}{space 3}0.000{col 63}{space 4} .8101335{col 76}{space 3} 1.836134
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,222
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.610619{col 26}{space 2} .0234575{col 37}{space 1}  111.29{col 46}{space 3}0.000{col 54}{space 4} 2.564617{col 67}{space 3}  2.65662
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.711412{col 26}{space 2} .0096484{col 37}{space 1}  281.02{col 46}{space 3}0.000{col 54}{space 4} 2.692491{col 67}{space 3} 2.730333
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.774148{col 26}{space 2}  .005389{col 37}{space 1}  514.78{col 46}{space 3}0.000{col 54}{space 4}  2.76358{col 67}{space 3} 2.784717
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.798828{col 26}{space 2} .0100362{col 37}{space 1}  278.87{col 46}{space 3}0.000{col 54}{space 4} 2.779147{col 67}{space 3}  2.81851
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.785451{col 26}{space 2} .0130286{col 37}{space 1}  213.80{col 46}{space 3}0.000{col 54}{space 4} 2.759901{col 67}{space 3} 2.811001
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.734017{col 26}{space 2} .0147202{col 37}{space 1}  185.73{col 46}{space 3}0.000{col 54}{space 4}  2.70515{col 67}{space 3} 2.762884
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.644526{col 26}{space 2}  .018469{col 37}{space 1}  143.19{col 46}{space 3}0.000{col 54}{space 4} 2.608308{col 67}{space 3} 2.680745
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.516979{col 26}{space 2} .0275963{col 37}{space 1}   91.21{col 46}{space 3}0.000{col 54}{space 4} 2.462861{col 67}{space 3} 2.571097
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.351374{col 26}{space 2} .0426094{col 37}{space 1}   55.18{col 46}{space 3}0.000{col 54}{space 4} 2.267815{col 67}{space 3} 2.434934
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.147713{col 26}{space 2} .0629256{col 37}{space 1}   34.13{col 46}{space 3}0.000{col 54}{space 4} 2.024312{col 67}{space 3} 2.271114
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.905995{col 26}{space 2} .0881434{col 37}{space 1}   21.62{col 46}{space 3}0.000{col 54}{space 4} 1.733141{col 67}{space 3} 2.078849
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1500a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1500a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1500a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1400a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,222
                                                {txt}F(47, 2174)       =  {res}  5422.39
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.9014
                                                {txt}Root MSE          =    {res} .21938

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1400a {c |}{col 23}{res}{space 2} 1.113949{col 35}{space 2} .1684761{col 46}{space 1}    6.61{col 55}{space 3}0.000{col 63}{space 4}  .783558{col 76}{space 3}  1.44434
{txt}{space 13}msd1400a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1400a#c.msd1400a {c |}{col 23}{res}{space 2}-1.837909{col 35}{space 2} .2292757{col 46}{space 1}   -8.02{col 55}{space 3}0.000{col 63}{space 4}-2.287531{col 76}{space 3}-1.388286
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1312072{col 35}{space 2} .0257134{col 46}{space 1}    5.10{col 55}{space 3}0.000{col 63}{space 4} .0807818{col 76}{space 3} .1816327
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001061{col 35}{space 2} .0000204{col 46}{space 1}    5.21{col 55}{space 3}0.000{col 63}{space 4} .0000661{col 76}{space 3}  .000146
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} -.000353{col 35}{space 2} .0000662{col 46}{space 1}   -5.33{col 55}{space 3}0.000{col 63}{space 4}-.0004829{col 76}{space 3}-.0002231
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0417257{col 35}{space 2} .0206266{col 46}{space 1}    2.02{col 55}{space 3}0.043{col 63}{space 4} .0012759{col 76}{space 3} .0821756
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-3.80e-07{col 35}{space 2} 1.28e-07{col 46}{space 1}   -2.96{col 55}{space 3}0.003{col 63}{space 4}-6.32e-07{col 76}{space 3}-1.29e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0225355{col 35}{space 2} .0031041{col 46}{space 1}    7.26{col 55}{space 3}0.000{col 63}{space 4} .0164481{col 76}{space 3} .0286229
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0200886{col 35}{space 2} .0113833{col 46}{space 1}    1.76{col 55}{space 3}0.078{col 63}{space 4}-.0022347{col 76}{space 3} .0424118
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} -.000648{col 35}{space 2} .0002335{col 46}{space 1}   -2.77{col 55}{space 3}0.006{col 63}{space 4} -.001106{col 76}{space 3}  -.00019
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2587707{col 35}{space 2} .0817526{col 46}{space 1}   -3.17{col 55}{space 3}0.002{col 63}{space 4}-.4190921{col 76}{space 3}-.0984492
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.480409{col 35}{space 2} .0622873{col 46}{space 1}  -23.77{col 55}{space 3}0.000{col 63}{space 4}-1.602558{col 76}{space 3} -1.35826
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.665071{col 35}{space 2} .1095735{col 46}{space 1}  -15.20{col 55}{space 3}0.000{col 63}{space 4}-1.879951{col 76}{space 3}-1.450192
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7795522{col 35}{space 2} .0982429{col 46}{space 1}    7.93{col 55}{space 3}0.000{col 63}{space 4} .5868923{col 76}{space 3} .9722121
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1956485{col 35}{space 2} .0982454{col 46}{space 1}    1.99{col 55}{space 3}0.047{col 63}{space 4} .0029838{col 76}{space 3} .3883133
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .3113465{col 35}{space 2} .0851421{col 46}{space 1}    3.66{col 55}{space 3}0.000{col 63}{space 4} .1443781{col 76}{space 3} .4783148
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9245054{col 35}{space 2} .1082068{col 46}{space 1}    8.54{col 55}{space 3}0.000{col 63}{space 4} .7123058{col 76}{space 3} 1.136705
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0416598{col 35}{space 2} .0966728{col 46}{space 1}    0.43{col 55}{space 3}0.667{col 63}{space 4} -.147921{col 76}{space 3} .2312406
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4607561{col 35}{space 2} .0857457{col 46}{space 1}   -5.37{col 55}{space 3}0.000{col 63}{space 4}-.6289082{col 76}{space 3}-.2926039
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.360235{col 35}{space 2} .1622848{col 46}{space 1}   -8.38{col 55}{space 3}0.000{col 63}{space 4}-1.678485{col 76}{space 3}-1.041986
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .3274109{col 35}{space 2} .1034144{col 46}{space 1}    3.17{col 55}{space 3}0.002{col 63}{space 4} .1246095{col 76}{space 3} .5302122
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9715167{col 35}{space 2} .1021423{col 46}{space 1}   -9.51{col 55}{space 3}0.000{col 63}{space 4}-1.171824{col 76}{space 3}-.7712099
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2969993{col 35}{space 2} .0885629{col 46}{space 1}    3.35{col 55}{space 3}0.001{col 63}{space 4} .1233224{col 76}{space 3} .4706762
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} -.722775{col 35}{space 2} .1341888{col 46}{space 1}   -5.39{col 55}{space 3}0.000{col 63}{space 4}-.9859268{col 76}{space 3}-.4596232
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.3968746{col 35}{space 2} .1623036{col 46}{space 1}   -2.45{col 55}{space 3}0.015{col 63}{space 4}-.7151609{col 76}{space 3}-.0785883
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} -.813956{col 35}{space 2} .0744826{col 46}{space 1}  -10.93{col 55}{space 3}0.000{col 63}{space 4}-.9600206{col 76}{space 3}-.6678915
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6645992{col 35}{space 2}  .095472{col 46}{space 1}   -6.96{col 55}{space 3}0.000{col 63}{space 4}-.8518251{col 76}{space 3}-.4773734
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5819625{col 35}{space 2} .0842984{col 46}{space 1}   -6.90{col 55}{space 3}0.000{col 63}{space 4}-.7472764{col 76}{space 3}-.4166486
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1615313{col 35}{space 2} .1148992{col 46}{space 1}   -1.41{col 55}{space 3}0.160{col 63}{space 4}-.3868551{col 76}{space 3} .0637924
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7048737{col 35}{space 2} .1238953{col 46}{space 1}   -5.69{col 55}{space 3}0.000{col 63}{space 4}-.9478392{col 76}{space 3}-.4619081
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5551143{col 35}{space 2} .0979278{col 46}{space 1}    5.67{col 55}{space 3}0.000{col 63}{space 4} .3630723{col 76}{space 3} .7471562
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .6839403{col 35}{space 2} .1277202{col 46}{space 1}    5.35{col 55}{space 3}0.000{col 63}{space 4}  .433474{col 76}{space 3} .9344067
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.4675179{col 35}{space 2} .1229488{col 46}{space 1}   -3.80{col 55}{space 3}0.000{col 63}{space 4}-.7086274{col 76}{space 3}-.2264084
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5042136{col 35}{space 2} .1336279{col 46}{space 1}   -3.77{col 55}{space 3}0.000{col 63}{space 4}-.7662653{col 76}{space 3}-.2421619
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3394669{col 35}{space 2} .0672639{col 46}{space 1}    5.05{col 55}{space 3}0.000{col 63}{space 4} .2075587{col 76}{space 3} .4713752
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2} -1.20831{col 35}{space 2} .1762186{col 46}{space 1}   -6.86{col 55}{space 3}0.000{col 63}{space 4}-1.553885{col 76}{space 3}-.8627359
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.067378{col 35}{space 2} .0702666{col 46}{space 1}  -15.19{col 55}{space 3}0.000{col 63}{space 4}-1.205175{col 76}{space 3}-.9295816
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4039835{col 35}{space 2} .1013421{col 46}{space 1}    3.99{col 55}{space 3}0.000{col 63}{space 4}  .205246{col 76}{space 3} .6027209
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3528374{col 35}{space 2} .1140384{col 46}{space 1}    3.09{col 55}{space 3}0.002{col 63}{space 4} .1292017{col 76}{space 3} .5764731
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.468281{col 35}{space 2}   .08376{col 46}{space 1}   17.53{col 55}{space 3}0.000{col 63}{space 4} 1.304023{col 76}{space 3} 1.632539
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5440334{col 35}{space 2}   .09145{col 46}{space 1}    5.95{col 55}{space 3}0.000{col 63}{space 4} .3646949{col 76}{space 3}  .723372
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2640623{col 35}{space 2} .2330122{col 46}{space 1}   -1.13{col 55}{space 3}0.257{col 63}{space 4}-.7210122{col 76}{space 3} .1928877
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.514264{col 35}{space 2} .4261412{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4} -2.34995{col 76}{space 3}-.6785769
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2283979{col 35}{space 2} .1023123{col 46}{space 1}    2.23{col 55}{space 3}0.026{col 63}{space 4} .0277578{col 76}{space 3}  .429038
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7355027{col 35}{space 2} .1074531{col 46}{space 1}    6.84{col 55}{space 3}0.000{col 63}{space 4} .5247812{col 76}{space 3} .9462243
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3986697{col 35}{space 2} .0970232{col 46}{space 1}   -4.11{col 55}{space 3}0.000{col 63}{space 4}-.5889377{col 76}{space 3}-.2084017
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0771016{col 35}{space 2} .0861942{col 46}{space 1}   -0.89{col 55}{space 3}0.371{col 63}{space 4}-.2461332{col 76}{space 3} .0919299
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.320243{col 35}{space 2} .2614012{col 46}{space 1}    5.05{col 55}{space 3}0.000{col 63}{space 4} .8076205{col 76}{space 3} 1.832865
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,222
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.624838{col 26}{space 2} .0231195{col 37}{space 1}  113.53{col 46}{space 3}0.000{col 54}{space 4} 2.579499{col 67}{space 3} 2.670176
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.717854{col 26}{space 2} .0095605{col 37}{space 1}  284.28{col 46}{space 3}0.000{col 54}{space 4} 2.699105{col 67}{space 3} 2.736602
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.774111{col 26}{space 2} .0055122{col 37}{space 1}  503.27{col 46}{space 3}0.000{col 54}{space 4} 2.763301{col 67}{space 3} 2.784921
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.793611{col 26}{space 2} .0098144{col 37}{space 1}  284.64{col 46}{space 3}0.000{col 54}{space 4} 2.774364{col 67}{space 3} 2.812857
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.776352{col 26}{space 2}  .012659{col 37}{space 1}  219.32{col 46}{space 3}0.000{col 54}{space 4} 2.751527{col 67}{space 3} 2.801177
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.722335{col 26}{space 2}  .014811{col 37}{space 1}  183.81{col 46}{space 3}0.000{col 54}{space 4}  2.69329{col 67}{space 3}  2.75138
{txt}{space 10}7  {c |}{col 14}{res}{space 2}  2.63156{col 26}{space 2} .0199253{col 37}{space 1}  132.07{col 46}{space 3}0.000{col 54}{space 4} 2.592485{col 67}{space 3} 2.670635
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.504027{col 26}{space 2} .0307039{col 37}{space 1}   81.55{col 46}{space 3}0.000{col 54}{space 4} 2.443815{col 67}{space 3} 2.564239
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.339735{col 26}{space 2}  .047246{col 37}{space 1}   49.52{col 46}{space 3}0.000{col 54}{space 4} 2.247083{col 67}{space 3} 2.432387
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.138686{col 26}{space 2}  .069045{col 37}{space 1}   30.98{col 46}{space 3}0.000{col 54}{space 4} 2.003285{col 67}{space 3} 2.274087
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.900878{col 26}{space 2} .0957905{col 37}{space 1}   19.84{col 46}{space 3}0.000{col 54}{space 4} 1.713028{col 67}{space 3} 2.088729
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1400a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1400a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1400a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1300a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,215
                                                {txt}F(47, 2167)       =  {res}  6685.82
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8998
                                                {txt}Root MSE          =    {res} .22115

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1300a {c |}{col 23}{res}{space 2} .3730298{col 35}{space 2} .1525829{col 46}{space 1}    2.44{col 55}{space 3}0.015{col 63}{space 4} .0738057{col 76}{space 3} .6722538
{txt}{space 13}msd1300a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1300a#c.msd1300a {c |}{col 23}{res}{space 2}-.4668977{col 35}{space 2}  .211984{col 46}{space 1}   -2.20{col 55}{space 3}0.028{col 63}{space 4}-.8826109{col 76}{space 3}-.0511845
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1144642{col 35}{space 2} .0256293{col 46}{space 1}    4.47{col 55}{space 3}0.000{col 63}{space 4} .0642037{col 76}{space 3} .1647247
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000989{col 35}{space 2} .0000203{col 46}{space 1}    4.87{col 55}{space 3}0.000{col 63}{space 4} .0000591{col 76}{space 3} .0001387
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003374{col 35}{space 2} .0000662{col 46}{space 1}   -5.09{col 55}{space 3}0.000{col 63}{space 4}-.0004673{col 76}{space 3}-.0002075
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0516204{col 35}{space 2} .0207878{col 46}{space 1}    2.48{col 55}{space 3}0.013{col 63}{space 4} .0108542{col 76}{space 3} .0923865
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.14e-07{col 35}{space 2} 1.32e-07{col 46}{space 1}   -3.13{col 55}{space 3}0.002{col 63}{space 4}-6.73e-07{col 76}{space 3}-1.54e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}  .021464{col 35}{space 2} .0031552{col 46}{space 1}    6.80{col 55}{space 3}0.000{col 63}{space 4} .0152766{col 76}{space 3} .0276515
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0166417{col 35}{space 2} .0114074{col 46}{space 1}    1.46{col 55}{space 3}0.145{col 63}{space 4}-.0057288{col 76}{space 3} .0390122
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0005767{col 35}{space 2}  .000234{col 46}{space 1}   -2.46{col 55}{space 3}0.014{col 63}{space 4}-.0010356{col 76}{space 3}-.0001178
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2776851{col 35}{space 2} .0840959{col 46}{space 1}   -3.30{col 55}{space 3}0.001{col 63}{space 4}-.4426021{col 76}{space 3}-.1127681
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.478807{col 35}{space 2} .0635336{col 46}{space 1}  -23.28{col 55}{space 3}0.000{col 63}{space 4}  -1.6034{col 76}{space 3}-1.354214
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.687038{col 35}{space 2} .1124836{col 46}{space 1}  -15.00{col 55}{space 3}0.000{col 63}{space 4}-1.907625{col 76}{space 3}-1.466451
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7230579{col 35}{space 2} .1010345{col 46}{space 1}    7.16{col 55}{space 3}0.000{col 63}{space 4} .5249233{col 76}{space 3} .9211925
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1726233{col 35}{space 2} .0986896{col 46}{space 1}    1.75{col 55}{space 3}0.080{col 63}{space 4}-.0209128{col 76}{space 3} .3661594
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2879828{col 35}{space 2} .0856251{col 46}{space 1}    3.36{col 55}{space 3}0.001{col 63}{space 4}  .120067{col 76}{space 3} .4558986
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}  .909506{col 35}{space 2} .1090546{col 46}{space 1}    8.34{col 55}{space 3}0.000{col 63}{space 4} .6956434{col 76}{space 3} 1.123369
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0410559{col 35}{space 2} .0964302{col 46}{space 1}    0.43{col 55}{space 3}0.670{col 63}{space 4}-.1480494{col 76}{space 3} .2301612
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4741375{col 35}{space 2} .0871888{col 46}{space 1}   -5.44{col 55}{space 3}0.000{col 63}{space 4}  -.64512{col 76}{space 3} -.303155
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.379324{col 35}{space 2} .1642416{col 46}{space 1}   -8.40{col 55}{space 3}0.000{col 63}{space 4}-1.701411{col 76}{space 3}-1.057236
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2822765{col 35}{space 2} .1037172{col 46}{space 1}    2.72{col 55}{space 3}0.007{col 63}{space 4} .0788809{col 76}{space 3} .4856722
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.008982{col 35}{space 2} .1044884{col 46}{space 1}   -9.66{col 55}{space 3}0.000{col 63}{space 4} -1.21389{col 76}{space 3} -.804074
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2778516{col 35}{space 2} .0902179{col 46}{space 1}    3.08{col 55}{space 3}0.002{col 63}{space 4} .1009289{col 76}{space 3} .4547742
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7791526{col 35}{space 2} .1363332{col 46}{space 1}   -5.72{col 55}{space 3}0.000{col 63}{space 4} -1.04651{col 76}{space 3}-.5117951
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4551984{col 35}{space 2} .1636195{col 46}{space 1}   -2.78{col 55}{space 3}0.005{col 63}{space 4}-.7760659{col 76}{space 3}-.1343309
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8179505{col 35}{space 2} .0784036{col 46}{space 1}  -10.43{col 55}{space 3}0.000{col 63}{space 4}-.9717045{col 76}{space 3}-.6641965
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2} -.700118{col 35}{space 2} .0978557{col 46}{space 1}   -7.15{col 55}{space 3}0.000{col 63}{space 4}-.8920189{col 76}{space 3} -.508217
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5955151{col 35}{space 2} .0839072{col 46}{space 1}   -7.10{col 55}{space 3}0.000{col 63}{space 4}-.7600622{col 76}{space 3} -.430968
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2} -.190752{col 35}{space 2} .1150673{col 46}{space 1}   -1.66{col 55}{space 3}0.098{col 63}{space 4}-.4164059{col 76}{space 3} .0349018
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7476609{col 35}{space 2} .1271337{col 46}{space 1}   -5.88{col 55}{space 3}0.000{col 63}{space 4}-.9969776{col 76}{space 3}-.4983442
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5398832{col 35}{space 2} .0987866{col 46}{space 1}    5.47{col 55}{space 3}0.000{col 63}{space 4} .3461569{col 76}{space 3} .7336095
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7071936{col 35}{space 2} .1354105{col 46}{space 1}    5.22{col 55}{space 3}0.000{col 63}{space 4} .4416455{col 76}{space 3} .9727417
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.5243791{col 35}{space 2} .1273373{col 46}{space 1}   -4.12{col 55}{space 3}0.000{col 63}{space 4} -.774095{col 76}{space 3}-.2746631
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5575865{col 35}{space 2} .1368051{col 46}{space 1}   -4.08{col 55}{space 3}0.000{col 63}{space 4}-.8258694{col 76}{space 3}-.2893035
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3189993{col 35}{space 2} .0684124{col 46}{space 1}    4.66{col 55}{space 3}0.000{col 63}{space 4} .1848384{col 76}{space 3} .4531601
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.269704{col 35}{space 2} .1746981{col 46}{space 1}   -7.27{col 55}{space 3}0.000{col 63}{space 4}-1.612297{col 76}{space 3}-.9271106
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.108237{col 35}{space 2} .0726555{col 46}{space 1}  -15.25{col 55}{space 3}0.000{col 63}{space 4}-1.250719{col 76}{space 3} -.965755
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}   .39426{col 35}{space 2} .1033121{col 46}{space 1}    3.82{col 55}{space 3}0.000{col 63}{space 4} .1916589{col 76}{space 3} .5968611
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3328697{col 35}{space 2} .1134064{col 46}{space 1}    2.94{col 55}{space 3}0.003{col 63}{space 4}  .110473{col 76}{space 3} .5552664
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}  1.45689{col 35}{space 2}  .085028{col 46}{space 1}   17.13{col 55}{space 3}0.000{col 63}{space 4} 1.290145{col 76}{space 3} 1.623635
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5258856{col 35}{space 2} .0930817{col 46}{space 1}    5.65{col 55}{space 3}0.000{col 63}{space 4} .3433469{col 76}{space 3} .7084242
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2} -.195432{col 35}{space 2} .2376274{col 46}{space 1}   -0.82{col 55}{space 3}0.411{col 63}{space 4}-.6614334{col 76}{space 3} .2705694
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2} -1.53448{col 35}{space 2} .4276478{col 46}{space 1}   -3.59{col 55}{space 3}0.000{col 63}{space 4}-2.373123{col 76}{space 3} -.695837
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2140121{col 35}{space 2} .1027042{col 46}{space 1}    2.08{col 55}{space 3}0.037{col 63}{space 4}  .012603{col 76}{space 3} .4154212
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7088714{col 35}{space 2} .1089517{col 46}{space 1}    6.51{col 55}{space 3}0.000{col 63}{space 4} .4952107{col 76}{space 3} .9225321
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4152657{col 35}{space 2} .0991306{col 46}{space 1}   -4.19{col 55}{space 3}0.000{col 63}{space 4}-.6096667{col 76}{space 3}-.2208647
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1042867{col 35}{space 2} .0870046{col 46}{space 1}   -1.20{col 55}{space 3}0.231{col 63}{space 4}-.2749079{col 76}{space 3} .0663344
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.417536{col 35}{space 2} .2637142{col 46}{space 1}    5.38{col 55}{space 3}0.000{col 63}{space 4} .9003765{col 76}{space 3} 1.934695
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,215
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.705433{col 26}{space 2} .0205319{col 37}{space 1}  131.77{col 46}{space 3}0.000{col 54}{space 4} 2.665168{col 67}{space 3} 2.745697
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.738067{col 26}{space 2} .0087557{col 37}{space 1}  312.72{col 46}{space 3}0.000{col 54}{space 4} 2.720896{col 67}{space 3} 2.755237
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.761363{col 26}{space 2} .0059708{col 37}{space 1}  462.48{col 46}{space 3}0.000{col 54}{space 4} 2.749654{col 67}{space 3} 2.773072
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.775321{col 26}{space 2}  .009634{col 37}{space 1}  288.08{col 46}{space 3}0.000{col 54}{space 4} 2.756428{col 67}{space 3} 2.794214
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.779941{col 26}{space 2} .0122594{col 37}{space 1}  226.76{col 46}{space 3}0.000{col 54}{space 4}   2.7559{col 67}{space 3} 2.803982
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.775223{col 26}{space 2} .0147674{col 37}{space 1}  187.93{col 46}{space 3}0.000{col 54}{space 4} 2.746263{col 67}{space 3} 2.804183
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.761167{col 26}{space 2} .0203471{col 37}{space 1}  135.70{col 46}{space 3}0.000{col 54}{space 4} 2.721265{col 67}{space 3} 2.801069
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.737774{col 26}{space 2} .0310445{col 37}{space 1}   88.19{col 46}{space 3}0.000{col 54}{space 4} 2.676893{col 67}{space 3} 2.798654
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.705042{col 26}{space 2} .0469137{col 37}{space 1}   57.66{col 46}{space 3}0.000{col 54}{space 4} 2.613041{col 67}{space 3} 2.797042
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.662972{col 26}{space 2} .0675779{col 37}{space 1}   39.41{col 46}{space 3}0.000{col 54}{space 4} 2.530448{col 67}{space 3} 2.795497
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.611565{col 26}{space 2} .0927936{col 37}{space 1}   28.14{col 46}{space 3}0.000{col 54}{space 4} 2.429591{col 67}{space 3} 2.793539
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1300a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1300a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1300a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1200a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,175
                                                {txt}F(47, 2127)       =  {res}  5859.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8973
                                                {txt}Root MSE          =    {res} .22185

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1200a {c |}{col 23}{res}{space 2}  .224486{col 35}{space 2} .1463696{col 46}{space 1}    1.53{col 55}{space 3}0.125{col 63}{space 4}-.0625565{col 76}{space 3} .5115284
{txt}{space 13}msd1200a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1200a#c.msd1200a {c |}{col 23}{res}{space 2}-.2307089{col 35}{space 2} .2067412{col 46}{space 1}   -1.12{col 55}{space 3}0.265{col 63}{space 4}-.6361449{col 76}{space 3}  .174727
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1110979{col 35}{space 2} .0259141{col 46}{space 1}    4.29{col 55}{space 3}0.000{col 63}{space 4} .0602783{col 76}{space 3} .1619175
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001005{col 35}{space 2} .0000202{col 46}{space 1}    4.96{col 55}{space 3}0.000{col 63}{space 4} .0000608{col 76}{space 3} .0001401
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003302{col 35}{space 2} .0000655{col 46}{space 1}   -5.04{col 55}{space 3}0.000{col 63}{space 4}-.0004587{col 76}{space 3}-.0002017
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0537106{col 35}{space 2} .0210078{col 46}{space 1}    2.56{col 55}{space 3}0.011{col 63}{space 4} .0125127{col 76}{space 3} .0949085
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.41e-07{col 35}{space 2} 1.32e-07{col 46}{space 1}   -3.34{col 55}{space 3}0.001{col 63}{space 4}-7.01e-07{col 76}{space 3}-1.82e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0213241{col 35}{space 2}  .003188{col 46}{space 1}    6.69{col 55}{space 3}0.000{col 63}{space 4} .0150723{col 76}{space 3}  .027576
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0153002{col 35}{space 2} .0114306{col 46}{space 1}    1.34{col 55}{space 3}0.181{col 63}{space 4}-.0071162{col 76}{space 3} .0377166
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}  -.00056{col 35}{space 2} .0002359{col 46}{space 1}   -2.37{col 55}{space 3}0.018{col 63}{space 4}-.0010226{col 76}{space 3}-.0000973
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2745713{col 35}{space 2}  .086005{col 46}{space 1}   -3.19{col 55}{space 3}0.001{col 63}{space 4} -.443234{col 76}{space 3}-.1059086
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.471245{col 35}{space 2} .0643426{col 46}{space 1}  -22.87{col 55}{space 3}0.000{col 63}{space 4}-1.597426{col 76}{space 3}-1.345064
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.675937{col 35}{space 2} .1150474{col 46}{space 1}  -14.57{col 55}{space 3}0.000{col 63}{space 4}-1.901554{col 76}{space 3} -1.45032
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7300018{col 35}{space 2} .1035584{col 46}{space 1}    7.05{col 55}{space 3}0.000{col 63}{space 4} .5269155{col 76}{space 3} .9330881
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1687107{col 35}{space 2} .0986282{col 46}{space 1}    1.71{col 55}{space 3}0.087{col 63}{space 4} -.024707{col 76}{space 3} .3621284
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}  .288866{col 35}{space 2}  .086241{col 46}{space 1}    3.35{col 55}{space 3}0.001{col 63}{space 4} .1197404{col 76}{space 3} .4579916
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9230155{col 35}{space 2} .1117737{col 46}{space 1}    8.26{col 55}{space 3}0.000{col 63}{space 4} .7038184{col 76}{space 3} 1.142213
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0431805{col 35}{space 2} .0973244{col 46}{space 1}    0.44{col 55}{space 3}0.657{col 63}{space 4}-.1476804{col 76}{space 3} .2340413
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4640773{col 35}{space 2} .0887577{col 46}{space 1}   -5.23{col 55}{space 3}0.000{col 63}{space 4}-.6381382{col 76}{space 3}-.2900164
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.369536{col 35}{space 2} .1660593{col 46}{space 1}   -8.25{col 55}{space 3}0.000{col 63}{space 4}-1.695192{col 76}{space 3}-1.043881
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2765776{col 35}{space 2} .1036463{col 46}{space 1}    2.67{col 55}{space 3}0.008{col 63}{space 4} .0733189{col 76}{space 3} .4798363
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9964786{col 35}{space 2} .1111086{col 46}{space 1}   -8.97{col 55}{space 3}0.000{col 63}{space 4}-1.214371{col 76}{space 3}-.7785857
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2812179{col 35}{space 2} .0918172{col 46}{space 1}    3.06{col 55}{space 3}0.002{col 63}{space 4} .1011571{col 76}{space 3} .4612788
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7502124{col 35}{space 2} .1396843{col 46}{space 1}   -5.37{col 55}{space 3}0.000{col 63}{space 4}-1.024144{col 76}{space 3}-.4762804
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4447255{col 35}{space 2} .1653481{col 46}{space 1}   -2.69{col 55}{space 3}0.007{col 63}{space 4}-.7689863{col 76}{space 3}-.1204648
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8031429{col 35}{space 2} .0811013{col 46}{space 1}   -9.90{col 55}{space 3}0.000{col 63}{space 4} -.962189{col 76}{space 3}-.6440969
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6934922{col 35}{space 2} .1000824{col 46}{space 1}   -6.93{col 55}{space 3}0.000{col 63}{space 4}-.8897618{col 76}{space 3}-.4972226
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}  -.58573{col 35}{space 2} .0851973{col 46}{space 1}   -6.87{col 55}{space 3}0.000{col 63}{space 4}-.7528087{col 76}{space 3}-.4186512
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1979558{col 35}{space 2} .1145431{col 46}{space 1}   -1.73{col 55}{space 3}0.084{col 63}{space 4} -.422584{col 76}{space 3} .0266724
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.7622117{col 35}{space 2} .1290734{col 46}{space 1}   -5.91{col 55}{space 3}0.000{col 63}{space 4}-1.015335{col 76}{space 3}-.5090884
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5414683{col 35}{space 2} .0996955{col 46}{space 1}    5.43{col 55}{space 3}0.000{col 63}{space 4} .3459574{col 76}{space 3} .7369793
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7539366{col 35}{space 2} .1334639{col 46}{space 1}    5.65{col 55}{space 3}0.000{col 63}{space 4} .4922032{col 76}{space 3}  1.01567
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.4670539{col 35}{space 2} .1316881{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4}-.7253047{col 76}{space 3} -.208803
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5433492{col 35}{space 2} .1398377{col 46}{space 1}   -3.89{col 55}{space 3}0.000{col 63}{space 4}-.8175821{col 76}{space 3}-.2691164
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3226607{col 35}{space 2}  .069872{col 46}{space 1}    4.62{col 55}{space 3}0.000{col 63}{space 4} .1856361{col 76}{space 3} .4596853
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.265641{col 35}{space 2} .1758073{col 46}{space 1}   -7.20{col 55}{space 3}0.000{col 63}{space 4}-1.610413{col 76}{space 3}-.9208686
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.095428{col 35}{space 2} .0750131{col 46}{space 1}  -14.60{col 55}{space 3}0.000{col 63}{space 4}-1.242535{col 76}{space 3}-.9483216
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .3972982{col 35}{space 2} .1048008{col 46}{space 1}    3.79{col 55}{space 3}0.000{col 63}{space 4} .1917753{col 76}{space 3}  .602821
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3313404{col 35}{space 2} .1135857{col 46}{space 1}    2.92{col 55}{space 3}0.004{col 63}{space 4} .1085897{col 76}{space 3} .5540911
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.454104{col 35}{space 2} .0856518{col 46}{space 1}   16.98{col 55}{space 3}0.000{col 63}{space 4} 1.286134{col 76}{space 3} 1.622074
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5275857{col 35}{space 2} .0943983{col 46}{space 1}    5.59{col 55}{space 3}0.000{col 63}{space 4} .3424631{col 76}{space 3} .7127083
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2389245{col 35}{space 2} .2528423{col 46}{space 1}   -0.94{col 55}{space 3}0.345{col 63}{space 4}-.7347685{col 76}{space 3} .2569195
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.525444{col 35}{space 2} .4297343{col 46}{space 1}   -3.55{col 55}{space 3}0.000{col 63}{space 4}-2.368187{col 76}{space 3}-.6827008
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2129599{col 35}{space 2} .1014695{col 46}{space 1}    2.10{col 55}{space 3}0.036{col 63}{space 4} .0139701{col 76}{space 3} .4119497
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}  .717944{col 35}{space 2} .1119095{col 46}{space 1}    6.42{col 55}{space 3}0.000{col 63}{space 4} .4984805{col 76}{space 3} .9374076
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.4039984{col 35}{space 2}  .100821{col 46}{space 1}   -4.01{col 55}{space 3}0.000{col 63}{space 4}-.6017165{col 76}{space 3}-.2062803
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0980153{col 35}{space 2}  .088691{col 46}{space 1}   -1.11{col 55}{space 3}0.269{col 63}{space 4}-.2719454{col 76}{space 3} .0759148
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.430213{col 35}{space 2} .2636508{col 46}{space 1}    5.42{col 55}{space 3}0.000{col 63}{space 4}  .913173{col 76}{space 3} 1.947253
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,175
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.738495{col 26}{space 2} .0200311{col 37}{space 1}  136.71{col 46}{space 3}0.000{col 54}{space 4} 2.699212{col 67}{space 3} 2.777777
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.758636{col 26}{space 2} .0090892{col 37}{space 1}  303.51{col 46}{space 3}0.000{col 54}{space 4} 2.740812{col 67}{space 3} 2.776461
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.774163{col 26}{space 2} .0062741{col 37}{space 1}  442.16{col 46}{space 3}0.000{col 54}{space 4}  2.76186{col 67}{space 3} 2.786467
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.785077{col 26}{space 2} .0092414{col 37}{space 1}  301.37{col 46}{space 3}0.000{col 54}{space 4} 2.766953{col 67}{space 3}   2.8032
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.791376{col 26}{space 2}  .011714{col 37}{space 1}  238.29{col 46}{space 3}0.000{col 54}{space 4} 2.768403{col 67}{space 3} 2.814348
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.79306{col 26}{space 2} .0146244{col 37}{space 1}  190.99{col 46}{space 3}0.000{col 54}{space 4} 2.764381{col 67}{space 3}  2.82174
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.790131{col 26}{space 2}  .020905{col 37}{space 1}  133.47{col 46}{space 3}0.000{col 54}{space 4} 2.749135{col 67}{space 3} 2.831127
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.782587{col 26}{space 2} .0321072{col 37}{space 1}   86.67{col 46}{space 3}0.000{col 54}{space 4} 2.719623{col 67}{space 3} 2.845552
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  2.77043{col 26}{space 2} .0481898{col 37}{space 1}   57.49{col 46}{space 3}0.000{col 54}{space 4} 2.675926{col 67}{space 3} 2.864934
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.753658{col 26}{space 2} .0688516{col 37}{space 1}   39.99{col 46}{space 3}0.000{col 54}{space 4} 2.618634{col 67}{space 3} 2.888681
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.732272{col 26}{space 2} .0939027{col 37}{space 1}   29.10{col 46}{space 3}0.000{col 54}{space 4} 2.548121{col 67}{space 3} 2.916422
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1200a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1200a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1200a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1100a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,057
                                                {txt}F(46, 2010)       =  {res}  5592.51
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8927
                                                {txt}Root MSE          =    {res}  .2218

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1100a {c |}{col 23}{res}{space 2}-.0035875{col 35}{space 2} .1411658{col 46}{space 1}   -0.03{col 55}{space 3}0.980{col 63}{space 4}-.2804341{col 76}{space 3} .2732591
{txt}{space 13}msd1100a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1100a#c.msd1100a {c |}{col 23}{res}{space 2}  .021473{col 35}{space 2} .1998928{col 46}{space 1}    0.11{col 55}{space 3}0.914{col 63}{space 4}-.3705458{col 76}{space 3} .4134919
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1237737{col 35}{space 2} .0262674{col 46}{space 1}    4.71{col 55}{space 3}0.000{col 63}{space 4} .0722595{col 76}{space 3} .1752879
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2}  .000103{col 35}{space 2} .0000204{col 46}{space 1}    5.05{col 55}{space 3}0.000{col 63}{space 4}  .000063{col 76}{space 3} .0001431
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003424{col 35}{space 2} .0000681{col 46}{space 1}   -5.03{col 55}{space 3}0.000{col 63}{space 4} -.000476{col 76}{space 3}-.0002089
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0673136{col 35}{space 2} .0209714{col 46}{space 1}    3.21{col 55}{space 3}0.001{col 63}{space 4} .0261857{col 76}{space 3} .1084416
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-4.32e-07{col 35}{space 2} 1.45e-07{col 46}{space 1}   -2.98{col 55}{space 3}0.003{col 63}{space 4}-7.17e-07{col 76}{space 3}-1.48e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0223694{col 35}{space 2} .0032072{col 46}{space 1}    6.97{col 55}{space 3}0.000{col 63}{space 4} .0160796{col 76}{space 3} .0286593
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0151145{col 35}{space 2}  .012295{col 46}{space 1}    1.23{col 55}{space 3}0.219{col 63}{space 4}-.0089977{col 76}{space 3} .0392267
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} -.000568{col 35}{space 2} .0002596{col 46}{space 1}   -2.19{col 55}{space 3}0.029{col 63}{space 4}-.0010771{col 76}{space 3}-.0000589
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2783686{col 35}{space 2}  .088117{col 46}{space 1}   -3.16{col 55}{space 3}0.002{col 63}{space 4}-.4511787{col 76}{space 3}-.1055585
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.456354{col 35}{space 2} .0661648{col 46}{space 1}  -22.01{col 55}{space 3}0.000{col 63}{space 4}-1.586113{col 76}{space 3}-1.326596
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.672478{col 35}{space 2} .1159946{col 46}{space 1}  -14.42{col 55}{space 3}0.000{col 63}{space 4} -1.89996{col 76}{space 3}-1.444996
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2} .7480097{col 35}{space 2} .1065979{col 46}{space 1}    7.02{col 55}{space 3}0.000{col 63}{space 4} .5389557{col 76}{space 3} .9570637
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1628354{col 35}{space 2} .0982085{col 46}{space 1}    1.66{col 55}{space 3}0.097{col 63}{space 4}-.0297658{col 76}{space 3} .3554366
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2899088{col 35}{space 2} .0861393{col 46}{space 1}    3.37{col 55}{space 3}0.001{col 63}{space 4} .1209772{col 76}{space 3} .4588404
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9372707{col 35}{space 2} .1144785{col 46}{space 1}    8.19{col 55}{space 3}0.000{col 63}{space 4} .7127617{col 76}{space 3}  1.16178
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0409453{col 35}{space 2} .0966405{col 46}{space 1}    0.42{col 55}{space 3}0.672{col 63}{space 4}-.1485808{col 76}{space 3} .2304714
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4677635{col 35}{space 2} .0895539{col 46}{space 1}   -5.22{col 55}{space 3}0.000{col 63}{space 4}-.6433917{col 76}{space 3}-.2921352
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.369884{col 35}{space 2} .1647776{col 46}{space 1}   -8.31{col 55}{space 3}0.000{col 63}{space 4}-1.693036{col 76}{space 3}-1.046731
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2614091{col 35}{space 2} .1043364{col 46}{space 1}    2.51{col 55}{space 3}0.012{col 63}{space 4} .0567903{col 76}{space 3} .4660279
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-1.001005{col 35}{space 2} .1125077{col 46}{space 1}   -8.90{col 55}{space 3}0.000{col 63}{space 4}-1.221649{col 76}{space 3}-.7803616
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2773343{col 35}{space 2} .0932108{col 46}{space 1}    2.98{col 55}{space 3}0.003{col 63}{space 4} .0945344{col 76}{space 3} .4601343
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7145351{col 35}{space 2}  .165703{col 46}{space 1}   -4.31{col 55}{space 3}0.000{col 63}{space 4}-1.039503{col 76}{space 3}-.3895674
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}  -.44025{col 35}{space 2}  .177695{col 46}{space 1}   -2.48{col 55}{space 3}0.013{col 63}{space 4}-.7887356{col 76}{space 3}-.0917643
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8059095{col 35}{space 2} .0832105{col 46}{space 1}   -9.69{col 55}{space 3}0.000{col 63}{space 4}-.9690973{col 76}{space 3}-.6427218
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.6908165{col 35}{space 2} .1029244{col 46}{space 1}   -6.71{col 55}{space 3}0.000{col 63}{space 4}-.8926661{col 76}{space 3}-.4889669
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.5934631{col 35}{space 2}  .085591{col 46}{space 1}   -6.93{col 55}{space 3}0.000{col 63}{space 4}-.7613195{col 76}{space 3}-.4256066
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.2067667{col 35}{space 2}  .114026{col 46}{space 1}   -1.81{col 55}{space 3}0.070{col 63}{space 4}-.4303883{col 76}{space 3} .0168549
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.8366315{col 35}{space 2} .1393992{col 46}{space 1}   -6.00{col 55}{space 3}0.000{col 63}{space 4}-1.110014{col 76}{space 3}-.5632494
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5384472{col 35}{space 2} .1003401{col 46}{space 1}    5.37{col 55}{space 3}0.000{col 63}{space 4} .3416657{col 76}{space 3} .7352287
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .7387311{col 35}{space 2} .1433236{col 46}{space 1}    5.15{col 55}{space 3}0.000{col 63}{space 4} .4576529{col 76}{space 3} 1.019809
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.5665375{col 35}{space 2} .1531179{col 46}{space 1}   -3.70{col 55}{space 3}0.000{col 63}{space 4}-.8668238{col 76}{space 3}-.2662512
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2} .3191191{col 35}{space 2} .0698632{col 46}{space 1}    4.57{col 55}{space 3}0.000{col 63}{space 4} .1821073{col 76}{space 3}  .456131
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.283956{col 35}{space 2} .1753393{col 46}{space 1}   -7.32{col 55}{space 3}0.000{col 63}{space 4}-1.627822{col 76}{space 3}-.9400902
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.100085{col 35}{space 2} .0772835{col 46}{space 1}  -14.23{col 55}{space 3}0.000{col 63}{space 4}-1.251649{col 76}{space 3}-.9485209
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4026763{col 35}{space 2} .1058942{col 46}{space 1}    3.80{col 55}{space 3}0.000{col 63}{space 4} .1950023{col 76}{space 3} .6103502
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3324115{col 35}{space 2} .1144793{col 46}{space 1}    2.90{col 55}{space 3}0.004{col 63}{space 4}  .107901{col 76}{space 3} .5569221
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.450798{col 35}{space 2} .0861473{col 46}{space 1}   16.84{col 55}{space 3}0.000{col 63}{space 4} 1.281851{col 76}{space 3} 1.619745
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}  .528829{col 35}{space 2} .0961669{col 46}{space 1}    5.50{col 55}{space 3}0.000{col 63}{space 4} .3402318{col 76}{space 3} .7174263
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2930019{col 35}{space 2} .2452225{col 46}{space 1}   -1.19{col 55}{space 3}0.232{col 63}{space 4}-.7739188{col 76}{space 3}  .187915
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2} -1.52291{col 35}{space 2} .4297162{col 46}{space 1}   -3.54{col 55}{space 3}0.000{col 63}{space 4}-2.365645{col 76}{space 3}-.6801741
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2188991{col 35}{space 2}  .099526{col 46}{space 1}    2.20{col 55}{space 3}0.028{col 63}{space 4} .0237141{col 76}{space 3}  .414084
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7374603{col 35}{space 2} .1173142{col 46}{space 1}    6.29{col 55}{space 3}0.000{col 63}{space 4} .5073901{col 76}{space 3} .9675304
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3695853{col 35}{space 2} .1033177{col 46}{space 1}   -3.58{col 55}{space 3}0.000{col 63}{space 4}-.5722062{col 76}{space 3}-.1669644
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1011829{col 35}{space 2} .0900913{col 46}{space 1}   -1.12{col 55}{space 3}0.262{col 63}{space 4} -.277865{col 76}{space 3} .0754992
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.320318{col 35}{space 2} .2648063{col 46}{space 1}    4.99{col 55}{space 3}0.000{col 63}{space 4} .8009943{col 76}{space 3} 1.839641
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,057
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.819794{col 26}{space 2} .0207352{col 37}{space 1}  135.99{col 46}{space 3}0.000{col 54}{space 4} 2.779129{col 67}{space 3} 2.860458
{txt}{space 10}2  {c |}{col 14}{res}{space 2}  2.81965{col 26}{space 2} .0101538{col 37}{space 1}  277.69{col 46}{space 3}0.000{col 54}{space 4} 2.799737{col 67}{space 3} 2.839563
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.819935{col 26}{space 2} .0062315{col 37}{space 1}  452.53{col 46}{space 3}0.000{col 54}{space 4} 2.807714{col 67}{space 3} 2.832156
{txt}{space 10}4  {c |}{col 14}{res}{space 2}  2.82065{col 26}{space 2} .0081962{col 37}{space 1}  344.14{col 46}{space 3}0.000{col 54}{space 4} 2.804576{col 67}{space 3} 2.836724
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.821794{col 26}{space 2} .0106803{col 37}{space 1}  264.20{col 46}{space 3}0.000{col 54}{space 4} 2.800849{col 67}{space 3}  2.84274
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.823368{col 26}{space 2} .0141892{col 37}{space 1}  198.98{col 46}{space 3}0.000{col 54}{space 4} 2.795541{col 67}{space 3} 2.851195
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.825371{col 26}{space 2} .0211351{col 37}{space 1}  133.68{col 46}{space 3}0.000{col 54}{space 4} 2.783922{col 67}{space 3}  2.86682
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.827804{col 26}{space 2} .0326154{col 37}{space 1}   86.70{col 46}{space 3}0.000{col 54}{space 4} 2.763841{col 67}{space 3} 2.891768
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.830666{col 26}{space 2} .0486012{col 37}{space 1}   58.24{col 46}{space 3}0.000{col 54}{space 4} 2.735352{col 67}{space 3}  2.92598
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.833958{col 26}{space 2} .0688988{col 37}{space 1}   41.13{col 46}{space 3}0.000{col 54}{space 4} 2.698838{col 67}{space 3} 2.969078
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.837679{col 26}{space 2} .0933807{col 37}{space 1}   30.39{col 46}{space 3}0.000{col 54}{space 4} 2.654546{col 67}{space 3} 3.020812
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1100a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1100a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1100a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1000a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     2,031
                                                {txt}{help j_robustsingular:F(45, 1984) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8910
                                                {txt}Root MSE          =    {res} .22135

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}loggdp2010percapita~a{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1000a {c |}{col 23}{res}{space 2}-.0232716{col 35}{space 2} .1191742{col 46}{space 1}   -0.20{col 55}{space 3}0.845{col 63}{space 4}-.2569913{col 76}{space 3} .2104481
{txt}{space 13}msd1000a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1000a#c.msd1000a {c |}{col 23}{res}{space 2} -.071525{col 35}{space 2} .1500907{col 46}{space 1}   -0.48{col 55}{space 3}0.634{col 63}{space 4} -.365877{col 76}{space 3} .2228269
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1304026{col 35}{space 2} .0261589{col 46}{space 1}    4.99{col 55}{space 3}0.000{col 63}{space 4} .0791008{col 76}{space 3} .1817045
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000993{col 35}{space 2} .0000205{col 46}{space 1}    4.85{col 55}{space 3}0.000{col 63}{space 4} .0000591{col 76}{space 3} .0001394
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2}-.0003206{col 35}{space 2} .0000693{col 46}{space 1}   -4.63{col 55}{space 3}0.000{col 63}{space 4}-.0004566{col 76}{space 3}-.0001847
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} .0649236{col 35}{space 2} .0211648{col 46}{space 1}    3.07{col 55}{space 3}0.002{col 63}{space 4} .0234161{col 76}{space 3} .1064311
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-3.93e-07{col 35}{space 2} 1.46e-07{col 46}{space 1}   -2.69{col 55}{space 3}0.007{col 63}{space 4}-6.80e-07{col 76}{space 3}-1.06e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} .0223606{col 35}{space 2} .0031519{col 46}{space 1}    7.09{col 55}{space 3}0.000{col 63}{space 4} .0161792{col 76}{space 3}  .028542
{txt}{space 18}lon {c |}{col 23}{res}{space 2} .0192006{col 35}{space 2} .0124388{col 46}{space 1}    1.54{col 55}{space 3}0.123{col 63}{space 4}-.0051938{col 76}{space 3}  .043595
{txt}{space 15}latlon {c |}{col 23}{res}{space 2}-.0006388{col 35}{space 2} .0002621{col 46}{space 1}   -2.44{col 55}{space 3}0.015{col 63}{space 4}-.0011529{col 76}{space 3}-.0001247
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2894756{col 35}{space 2} .0848753{col 46}{space 1}   -3.41{col 55}{space 3}0.001{col 63}{space 4}-.4559296{col 76}{space 3}-.1230216
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-1.458836{col 35}{space 2} .0649098{col 46}{space 1}  -22.47{col 55}{space 3}0.000{col 63}{space 4}-1.586134{col 76}{space 3}-1.331537
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -1.69236{col 35}{space 2} .1139852{col 46}{space 1}  -14.85{col 55}{space 3}0.000{col 63}{space 4}-1.915903{col 76}{space 3}-1.468817
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}  .752556{col 35}{space 2} .1031701{col 46}{space 1}    7.29{col 55}{space 3}0.000{col 63}{space 4}  .550223{col 76}{space 3} .9548891
{txt}{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2} .1758924{col 35}{space 2} .0962041{col 46}{space 1}    1.83{col 55}{space 3}0.068{col 63}{space 4}-.0127792{col 76}{space 3}  .364564
{txt}{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2} .2935116{col 35}{space 2} .0832827{col 46}{space 1}    3.52{col 55}{space 3}0.000{col 63}{space 4} .1301809{col 76}{space 3} .4568423
{txt}{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2} .9356612{col 35}{space 2} .1105865{col 46}{space 1}    8.46{col 55}{space 3}0.000{col 63}{space 4} .7187833{col 76}{space 3} 1.152539
{txt}{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2} .0387134{col 35}{space 2} .0922243{col 46}{space 1}    0.42{col 55}{space 3}0.675{col 63}{space 4}-.1421532{col 76}{space 3} .2195801
{txt}{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.4773742{col 35}{space 2} .0859616{col 46}{space 1}   -5.55{col 55}{space 3}0.000{col 63}{space 4}-.6459587{col 76}{space 3}-.3087896
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-1.387404{col 35}{space 2} .1627284{col 46}{space 1}   -8.53{col 55}{space 3}0.000{col 63}{space 4} -1.70654{col 76}{space 3}-1.068267
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2} .2646383{col 35}{space 2} .1024342{col 46}{space 1}    2.58{col 55}{space 3}0.010{col 63}{space 4} .0637485{col 76}{space 3} .4655282
{txt}{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.9636677{col 35}{space 2}  .124268{col 46}{space 1}   -7.75{col 55}{space 3}0.000{col 63}{space 4}-1.207377{col 76}{space 3}-.7199582
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2} .2717478{col 35}{space 2} .0896816{col 46}{space 1}    3.03{col 55}{space 3}0.002{col 63}{space 4} .0958679{col 76}{space 3} .4476277
{txt}{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.7234302{col 35}{space 2} .1641595{col 46}{space 1}   -4.41{col 55}{space 3}0.000{col 63}{space 4}-1.045373{col 76}{space 3}-.4014871
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4655799{col 35}{space 2}  .182357{col 46}{space 1}   -2.55{col 55}{space 3}0.011{col 63}{space 4}-.8232112{col 76}{space 3}-.1079486
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.8240634{col 35}{space 2} .0796998{col 46}{space 1}  -10.34{col 55}{space 3}0.000{col 63}{space 4}-.9803675{col 76}{space 3}-.6677592
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}-.7011691{col 35}{space 2} .0997519{col 46}{space 1}   -7.03{col 55}{space 3}0.000{col 63}{space 4}-.8967986{col 76}{space 3}-.5055396
{txt}{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}-.6056994{col 35}{space 2} .0815944{col 46}{space 1}   -7.42{col 55}{space 3}0.000{col 63}{space 4}-.7657191{col 76}{space 3}-.4456796
{txt}{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}-.1880132{col 35}{space 2} .1125152{col 46}{space 1}   -1.67{col 55}{space 3}0.095{col 63}{space 4}-.4086736{col 76}{space 3} .0326472
{txt}{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.8480001{col 35}{space 2} .1372997{col 46}{space 1}   -6.18{col 55}{space 3}0.000{col 63}{space 4}-1.117267{col 76}{space 3}-.5787334
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2} .5358214{col 35}{space 2} .0970111{col 46}{space 1}    5.52{col 55}{space 3}0.000{col 63}{space 4} .3455671{col 76}{space 3} .7260758
{txt}{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2} .6659439{col 35}{space 2}  .143388{col 46}{space 1}    4.64{col 55}{space 3}0.000{col 63}{space 4}  .384737{col 76}{space 3} .9471507
{txt}{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} -.552494{col 35}{space 2} .1479524{col 46}{space 1}   -3.73{col 55}{space 3}0.000{col 63}{space 4}-.8426525{col 76}{space 3}-.2623355
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}   .31421{col 35}{space 2} .0657583{col 46}{space 1}    4.78{col 55}{space 3}0.000{col 63}{space 4} .1852474{col 76}{space 3} .4431726
{txt}{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}-1.101209{col 35}{space 2} .0803912{col 46}{space 1}  -13.70{col 55}{space 3}0.000{col 63}{space 4}-1.258869{col 76}{space 3}-.9435492
{txt}{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}-1.125664{col 35}{space 2} .0746545{col 46}{space 1}  -15.08{col 55}{space 3}0.000{col 63}{space 4}-1.272073{col 76}{space 3}-.9792546
{txt}{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2} .4023783{col 35}{space 2} .1030199{col 46}{space 1}    3.91{col 55}{space 3}0.000{col 63}{space 4} .2003397{col 76}{space 3} .6044169
{txt}{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2} .3413484{col 35}{space 2} .1134463{col 46}{space 1}    3.01{col 55}{space 3}0.003{col 63}{space 4} .1188621{col 76}{space 3} .5638347
{txt}{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2} 1.450546{col 35}{space 2} .0824762{col 46}{space 1}   17.59{col 55}{space 3}0.000{col 63}{space 4} 1.288797{col 76}{space 3} 1.612295
{txt}{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .5222013{col 35}{space 2}  .093556{col 46}{space 1}    5.58{col 55}{space 3}0.000{col 63}{space 4} .3387229{col 76}{space 3} .7056797
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2343297{col 35}{space 2} .2430243{col 46}{space 1}   -0.96{col 55}{space 3}0.335{col 63}{space 4}-.7109393{col 76}{space 3} .2422798
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}-1.538741{col 35}{space 2} .4287318{col 46}{space 1}   -3.59{col 55}{space 3}0.000{col 63}{space 4}-2.379553{col 76}{space 3}-.6979294
{txt}{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} .2400517{col 35}{space 2}  .098391{col 46}{space 1}    2.44{col 55}{space 3}0.015{col 63}{space 4} .0470912{col 76}{space 3} .4330123
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .7417325{col 35}{space 2} .1140234{col 46}{space 1}    6.51{col 55}{space 3}0.000{col 63}{space 4} .5181144{col 76}{space 3} .9653506
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3639639{col 35}{space 2} .1023727{col 46}{space 1}   -3.56{col 55}{space 3}0.000{col 63}{space 4}-.5647331{col 76}{space 3}-.1631947
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1139662{col 35}{space 2} .0870273{col 46}{space 1}   -1.31{col 55}{space 3}0.191{col 63}{space 4}-.2846407{col 76}{space 3} .0567082
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 1.339882{col 35}{space 2} .2660764{col 46}{space 1}    5.04{col 55}{space 3}0.000{col 63}{space 4} .8180637{col 76}{space 3} 1.861701
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     2,031
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.844545{col 26}{space 2} .0189432{col 37}{space 1}  150.16{col 46}{space 3}0.000{col 54}{space 4} 2.807394{col 67}{space 3} 2.881695
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.841502{col 26}{space 2}  .009848{col 37}{space 1}  288.53{col 46}{space 3}0.000{col 54}{space 4} 2.822189{col 67}{space 3} 2.860816
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.837029{col 26}{space 2} .0059824{col 37}{space 1}  474.23{col 46}{space 3}0.000{col 54}{space 4} 2.825297{col 67}{space 3} 2.848762
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.831126{col 26}{space 2} .0078283{col 37}{space 1}  361.65{col 46}{space 3}0.000{col 54}{space 4} 2.815773{col 67}{space 3} 2.846479
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.823792{col 26}{space 2} .0106561{col 37}{space 1}  264.99{col 46}{space 3}0.000{col 54}{space 4} 2.802894{col 67}{space 3}  2.84469
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.815028{col 26}{space 2} .0136657{col 37}{space 1}  205.99{col 46}{space 3}0.000{col 54}{space 4} 2.788227{col 67}{space 3} 2.841828
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.804833{col 26}{space 2}  .018141{col 37}{space 1}  154.61{col 46}{space 3}0.000{col 54}{space 4} 2.769255{col 67}{space 3}  2.84041
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.793207{col 26}{space 2}  .025355{col 37}{space 1}  110.16{col 46}{space 3}0.000{col 54}{space 4} 2.743482{col 67}{space 3} 2.842933
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.780152{col 26}{space 2}  .035839{col 37}{space 1}   77.57{col 46}{space 3}0.000{col 54}{space 4} 2.709865{col 67}{space 3} 2.850438
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.765665{col 26}{space 2} .0496406{col 37}{space 1}   55.71{col 46}{space 3}0.000{col 54}{space 4} 2.668312{col 67}{space 3} 2.863018
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.749748{col 26}{space 2}  .066683{col 37}{space 1}   41.24{col 46}{space 3}0.000{col 54}{space 4} 2.618972{col 67}{space 3} 2.880524
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1000a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1000a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd1000a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd900a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,937
                                                {txt}{help j_robustsingular:F(45, 1890) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8885
                                                {txt}Root MSE          =    {res} .21944

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd900a {c |}{col 21}{res}{space 2} .1213816{col 33}{space 2} .1092409{col 44}{space 1}    1.11{col 53}{space 3}0.267{col 61}{space 4}-.0928639{col 74}{space 3} .3356271
{txt}{space 12}msd900a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd900a#c.msd900a {c |}{col 21}{res}{space 2}-.2289014{col 33}{space 2} .1450808{col 44}{space 1}   -1.58{col 53}{space 3}0.115{col 61}{space 4}-.5134368{col 74}{space 3}  .055634
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1291628{col 33}{space 2} .0263007{col 44}{space 1}    4.91{col 53}{space 3}0.000{col 61}{space 4} .0775813{col 74}{space 3} .1807442
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001003{col 33}{space 2} .0000207{col 44}{space 1}    4.84{col 53}{space 3}0.000{col 61}{space 4} .0000596{col 74}{space 3} .0001409
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0002903{col 33}{space 2} .0000727{col 44}{space 1}   -3.99{col 53}{space 3}0.000{col 61}{space 4}-.0004328{col 74}{space 3}-.0001477
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0691803{col 33}{space 2} .0214946{col 44}{space 1}    3.22{col 53}{space 3}0.001{col 61}{space 4} .0270246{col 74}{space 3}  .111336
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.68e-07{col 33}{space 2} 1.53e-07{col 44}{space 1}   -2.41{col 53}{space 3}0.016{col 61}{space 4}-6.67e-07{col 74}{space 3}-6.86e-08
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0224158{col 33}{space 2} .0031695{col 44}{space 1}    7.07{col 53}{space 3}0.000{col 61}{space 4} .0161997{col 74}{space 3} .0286318
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0255103{col 33}{space 2} .0126864{col 44}{space 1}    2.01{col 53}{space 3}0.044{col 61}{space 4} .0006294{col 74}{space 3} .0503912
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0007561{col 33}{space 2}  .000267{col 44}{space 1}   -2.83{col 53}{space 3}0.005{col 61}{space 4}-.0012797{col 74}{space 3}-.0002325
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2535276{col 33}{space 2}  .087117{col 44}{space 1}   -2.91{col 53}{space 3}0.004{col 61}{space 4}-.4243832{col 74}{space 3}-.0826721
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.452698{col 33}{space 2} .0658041{col 44}{space 1}  -22.08{col 53}{space 3}0.000{col 61}{space 4}-1.581755{col 74}{space 3}-1.323642
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.685354{col 33}{space 2} .1142418{col 44}{space 1}  -14.75{col 53}{space 3}0.000{col 61}{space 4}-1.909408{col 74}{space 3}-1.461301
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .8053075{col 33}{space 2} .1074044{col 44}{space 1}    7.50{col 53}{space 3}0.000{col 61}{space 4} .5946638{col 74}{space 3} 1.015951
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2190023{col 33}{space 2} .0985153{col 44}{space 1}    2.22{col 53}{space 3}0.026{col 61}{space 4} .0257922{col 74}{space 3} .4122124
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3342051{col 33}{space 2}  .085467{col 44}{space 1}    3.91{col 53}{space 3}0.000{col 61}{space 4} .1665855{col 74}{space 3} .5018247
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} 1.030679{col 33}{space 2} .1151154{col 44}{space 1}    8.95{col 53}{space 3}0.000{col 61}{space 4} .8049119{col 74}{space 3} 1.256445
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0898253{col 33}{space 2} .0940316{col 44}{space 1}    0.96{col 53}{space 3}0.340{col 61}{space 4}-.0945913{col 74}{space 3} .2742419
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4492036{col 33}{space 2} .0874854{col 44}{space 1}   -5.13{col 53}{space 3}0.000{col 61}{space 4}-.6207817{col 74}{space 3}-.2776255
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.367471{col 33}{space 2} .1661827{col 44}{space 1}   -8.23{col 53}{space 3}0.000{col 61}{space 4}-1.693392{col 74}{space 3} -1.04155
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}  .320161{col 33}{space 2} .1046902{col 44}{space 1}    3.06{col 53}{space 3}0.002{col 61}{space 4} .1148405{col 74}{space 3} .5254816
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.142944{col 33}{space 2} .0757767{col 44}{space 1}  -15.08{col 53}{space 3}0.000{col 61}{space 4}-1.291559{col 74}{space 3} -.994329
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .3214214{col 33}{space 2} .0929361{col 44}{space 1}    3.46{col 53}{space 3}0.001{col 61}{space 4} .1391534{col 74}{space 3} .5036895
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.6451064{col 33}{space 2}  .171476{col 44}{space 1}   -3.76{col 53}{space 3}0.000{col 61}{space 4}-.9814086{col 74}{space 3}-.3088042
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}-.9013715{col 33}{space 2} .1425327{col 44}{space 1}   -6.32{col 53}{space 3}0.000{col 61}{space 4} -1.18091{col 74}{space 3}-.6218335
{txt}{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.7752632{col 33}{space 2} .0825328{col 44}{space 1}   -9.39{col 53}{space 3}0.000{col 61}{space 4}-.9371283{col 74}{space 3}-.6133982
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6459629{col 33}{space 2} .1053627{col 44}{space 1}   -6.13{col 53}{space 3}0.000{col 61}{space 4}-.8526024{col 74}{space 3}-.4393234
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.5851662{col 33}{space 2} .0829022{col 44}{space 1}   -7.06{col 53}{space 3}0.000{col 61}{space 4}-.7477557{col 74}{space 3}-.4225768
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1346597{col 33}{space 2}  .115077{col 44}{space 1}   -1.17{col 53}{space 3}0.242{col 61}{space 4}-.3603511{col 74}{space 3} .0910317
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7786915{col 33}{space 2} .1435298{col 44}{space 1}   -5.43{col 53}{space 3}0.000{col 61}{space 4}-1.060185{col 74}{space 3} -.497198
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5898127{col 33}{space 2} .0992415{col 44}{space 1}    5.94{col 53}{space 3}0.000{col 61}{space 4} .3951782{col 74}{space 3} .7844472
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .6029722{col 33}{space 2}  .148779{col 44}{space 1}    4.05{col 53}{space 3}0.000{col 61}{space 4} .3111839{col 74}{space 3} .8947606
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.4718394{col 33}{space 2}  .155047{col 44}{space 1}   -3.04{col 53}{space 3}0.002{col 61}{space 4}-.7759208{col 74}{space 3}-.1677581
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3435657{col 33}{space 2} .0670191{col 44}{space 1}    5.13{col 53}{space 3}0.000{col 61}{space 4} .2121266{col 74}{space 3} .4750048
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.064146{col 33}{space 2} .0846321{col 44}{space 1}  -12.57{col 53}{space 3}0.000{col 61}{space 4}-1.230128{col 74}{space 3}-.8981635
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.094966{col 33}{space 2} .0776233{col 44}{space 1}  -14.11{col 53}{space 3}0.000{col 61}{space 4}-1.247203{col 74}{space 3}-.9427302
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4427398{col 33}{space 2} .1051553{col 44}{space 1}    4.21{col 53}{space 3}0.000{col 61}{space 4} .2365071{col 74}{space 3} .6489724
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3797498{col 33}{space 2} .1149121{col 44}{space 1}    3.30{col 53}{space 3}0.001{col 61}{space 4} .1543819{col 74}{space 3} .6051176
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.488924{col 33}{space 2} .0848926{col 44}{space 1}   17.54{col 53}{space 3}0.000{col 61}{space 4} 1.322431{col 74}{space 3} 1.655417
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}  .559427{col 33}{space 2} .0962214{col 44}{space 1}    5.81{col 53}{space 3}0.000{col 61}{space 4} .3707156{col 74}{space 3} .7481384
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2042668{col 33}{space 2} .2441442{col 44}{space 1}   -0.84{col 53}{space 3}0.403{col 61}{space 4}-.6830873{col 74}{space 3} .2745537
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.528039{col 33}{space 2} .4299154{col 44}{space 1}   -3.55{col 53}{space 3}0.000{col 61}{space 4}-2.371198{col 74}{space 3}-.6848806
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .2823317{col 33}{space 2} .0998687{col 44}{space 1}    2.83{col 53}{space 3}0.005{col 61}{space 4} .0864672{col 74}{space 3} .4781961
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7997268{col 33}{space 2} .1188356{col 44}{space 1}    6.73{col 53}{space 3}0.000{col 61}{space 4} .5666641{col 74}{space 3}  1.03279
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2} -.303757{col 33}{space 2} .1095178{col 44}{space 1}   -2.77{col 53}{space 3}0.006{col 61}{space 4}-.5185456{col 74}{space 3}-.0889685
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.0794781{col 33}{space 2} .0893681{col 44}{space 1}   -0.89{col 53}{space 3}0.374{col 61}{space 4}-.2547486{col 74}{space 3} .0957924
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.235224{col 33}{space 2} .2723436{col 44}{space 1}    4.54{col 53}{space 3}0.000{col 61}{space 4} .7010983{col 74}{space 3}  1.76935
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,937
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.851493{col 26}{space 2} .0173285{col 37}{space 1}  164.55{col 46}{space 3}0.000{col 54}{space 4} 2.817508{col 67}{space 3} 2.885478
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.861342{col 26}{space 2} .0094305{col 37}{space 1}  303.41{col 46}{space 3}0.000{col 54}{space 4} 2.842847{col 67}{space 3} 2.879838
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.866613{col 26}{space 2}  .006272{col 37}{space 1}  457.05{col 46}{space 3}0.000{col 54}{space 4} 2.854313{col 67}{space 3} 2.878914
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.867307{col 26}{space 2} .0075225{col 37}{space 1}  381.16{col 46}{space 3}0.000{col 54}{space 4} 2.852553{col 67}{space 3}  2.88206
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.863422{col 26}{space 2} .0098135{col 37}{space 1}  291.78{col 46}{space 3}0.000{col 54}{space 4} 2.844175{col 67}{space 3} 2.882668
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.854959{col 26}{space 2} .0128305{col 37}{space 1}  222.51{col 46}{space 3}0.000{col 54}{space 4} 2.829795{col 67}{space 3} 2.880122
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.841918{col 26}{space 2} .0178379{col 37}{space 1}  159.32{col 46}{space 3}0.000{col 54}{space 4} 2.806934{col 67}{space 3} 2.876902
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.824299{col 26}{space 2} .0257716{col 37}{space 1}  109.59{col 46}{space 3}0.000{col 54}{space 4} 2.773755{col 67}{space 3} 2.874842
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.802102{col 26}{space 2} .0368818{col 37}{space 1}   75.98{col 46}{space 3}0.000{col 54}{space 4} 2.729768{col 67}{space 3} 2.874435
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.775327{col 26}{space 2} .0511338{col 37}{space 1}   54.28{col 46}{space 3}0.000{col 54}{space 4} 2.675042{col 67}{space 3} 2.875611
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.743973{col 26}{space 2} .0684549{col 37}{space 1}   40.08{col 46}{space 3}0.000{col 54}{space 4} 2.609718{col 67}{space 3} 2.878228
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd900a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd900a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd900a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd800a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,811
                                                {txt}{help j_robustsingular:F(42, 1767) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8812
                                                {txt}Root MSE          =    {res} .22269

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd800a {c |}{col 21}{res}{space 2} .0270343{col 33}{space 2} .0945778{col 44}{space 1}    0.29{col 53}{space 3}0.775{col 61}{space 4}-.1584618{col 74}{space 3} .2125304
{txt}{space 12}msd800a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd800a#c.msd800a {c |}{col 21}{res}{space 2}-.1007653{col 33}{space 2} .1052593{col 44}{space 1}   -0.96{col 53}{space 3}0.339{col 61}{space 4}-.3072111{col 74}{space 3} .1056806
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1281489{col 33}{space 2} .0265362{col 44}{space 1}    4.83{col 53}{space 3}0.000{col 61}{space 4} .0761033{col 74}{space 3} .1801946
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001078{col 33}{space 2} .0000209{col 44}{space 1}    5.17{col 53}{space 3}0.000{col 61}{space 4} .0000669{col 74}{space 3} .0001487
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004185{col 33}{space 2} .0000846{col 44}{space 1}   -4.95{col 53}{space 3}0.000{col 61}{space 4}-.0005845{col 74}{space 3}-.0002526
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0675285{col 33}{space 2} .0223981{col 44}{space 1}    3.01{col 53}{space 3}0.003{col 61}{space 4} .0235989{col 74}{space 3}  .111458
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-2.16e-07{col 33}{space 2} 1.98e-07{col 44}{space 1}   -1.09{col 53}{space 3}0.277{col 61}{space 4}-6.05e-07{col 74}{space 3} 1.74e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0240545{col 33}{space 2} .0033434{col 44}{space 1}    7.19{col 53}{space 3}0.000{col 61}{space 4}  .017497{col 74}{space 3} .0306119
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0175729{col 33}{space 2} .0142986{col 44}{space 1}    1.23{col 53}{space 3}0.219{col 61}{space 4} -.010471{col 74}{space 3} .0456168
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0005698{col 33}{space 2} .0003053{col 44}{space 1}   -1.87{col 53}{space 3}0.062{col 61}{space 4}-.0011686{col 74}{space 3}  .000029
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.2806991{col 33}{space 2} .0879229{col 44}{space 1}   -3.19{col 53}{space 3}0.001{col 61}{space 4}-.4531429{col 74}{space 3}-.1082553
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.443071{col 33}{space 2} .0666014{col 44}{space 1}  -21.67{col 53}{space 3}0.000{col 61}{space 4}-1.573697{col 74}{space 3}-1.312445
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.683874{col 33}{space 2} .1128778{col 44}{space 1}  -14.92{col 53}{space 3}0.000{col 61}{space 4}-1.905262{col 74}{space 3}-1.462486
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .7299591{col 33}{space 2} .1095539{col 44}{space 1}    6.66{col 53}{space 3}0.000{col 61}{space 4} .5150903{col 74}{space 3} .9448279
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2163255{col 33}{space 2}  .100101{col 44}{space 1}    2.16{col 53}{space 3}0.031{col 61}{space 4} .0199966{col 74}{space 3} .4126543
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3215469{col 33}{space 2} .0853956{col 44}{space 1}    3.77{col 53}{space 3}0.000{col 61}{space 4} .1540598{col 74}{space 3}  .489034
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .9628409{col 33}{space 2} .1169238{col 44}{space 1}    8.23{col 53}{space 3}0.000{col 61}{space 4} .7335174{col 74}{space 3} 1.192164
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0603599{col 33}{space 2} .0925168{col 44}{space 1}    0.65{col 53}{space 3}0.514{col 61}{space 4}-.1210939{col 74}{space 3} .2418137
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.4736801{col 33}{space 2} .0878221{col 44}{space 1}   -5.39{col 53}{space 3}0.000{col 61}{space 4}-.6459263{col 74}{space 3}-.3014339
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.388277{col 33}{space 2} .1630194{col 44}{space 1}   -8.52{col 53}{space 3}0.000{col 61}{space 4}-1.708008{col 74}{space 3}-1.068546
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .2945952{col 33}{space 2}  .105229{col 44}{space 1}    2.80{col 53}{space 3}0.005{col 61}{space 4} .0882089{col 74}{space 3} .5009816
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.183319{col 33}{space 2} .0736369{col 44}{space 1}  -16.07{col 53}{space 3}0.000{col 61}{space 4}-1.327743{col 74}{space 3}-1.038894
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}  .285632{col 33}{space 2} .0922518{col 44}{space 1}    3.10{col 53}{space 3}0.002{col 61}{space 4} .1046978{col 74}{space 3} .4665662
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8017078{col 33}{space 2} .0812466{col 44}{space 1}   -9.87{col 53}{space 3}0.000{col 61}{space 4}-.9610575{col 74}{space 3}-.6423582
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}-.6471189{col 33}{space 2} .1043336{col 44}{space 1}   -6.20{col 53}{space 3}0.000{col 61}{space 4}-.8517492{col 74}{space 3}-.4424886
{txt}{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6102602{col 33}{space 2} .0832602{col 44}{space 1}   -7.33{col 53}{space 3}0.000{col 61}{space 4} -.773559{col 74}{space 3}-.4469613
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1455951{col 33}{space 2} .1168633{col 44}{space 1}   -1.25{col 53}{space 3}0.213{col 61}{space 4}   -.3748{col 74}{space 3} .0836097
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-.7998397{col 33}{space 2} .1359668{col 44}{space 1}   -5.88{col 53}{space 3}0.000{col 61}{space 4}-1.066512{col 74}{space 3} -.533167
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5460811{col 33}{space 2}  .099014{col 44}{space 1}    5.52{col 53}{space 3}0.000{col 61}{space 4} .3518842{col 74}{space 3} .7402779
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .5256294{col 33}{space 2} .1917704{col 44}{space 1}    2.74{col 53}{space 3}0.006{col 61}{space 4} .1495088{col 74}{space 3} .9017501
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3301302{col 33}{space 2} .0668808{col 44}{space 1}    4.94{col 53}{space 3}0.000{col 61}{space 4} .1989563{col 74}{space 3} .4613041
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.096795{col 33}{space 2} .0825945{col 44}{space 1}  -13.28{col 53}{space 3}0.000{col 61}{space 4}-1.258788{col 74}{space 3}-.9348014
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.126092{col 33}{space 2} .0756189{col 44}{space 1}  -14.89{col 53}{space 3}0.000{col 61}{space 4}-1.274404{col 74}{space 3}-.9777796
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .4058995{col 33}{space 2} .1057227{col 44}{space 1}    3.84{col 53}{space 3}0.000{col 61}{space 4} .1985448{col 74}{space 3} .6132542
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3574093{col 33}{space 2} .1158465{col 44}{space 1}    3.09{col 53}{space 3}0.002{col 61}{space 4} .1301987{col 74}{space 3} .5846199
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.468924{col 33}{space 2} .0849557{col 44}{space 1}   17.29{col 53}{space 3}0.000{col 61}{space 4}   1.3023{col 74}{space 3} 1.635548
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5254792{col 33}{space 2} .0976877{col 44}{space 1}    5.38{col 53}{space 3}0.000{col 61}{space 4} .3338835{col 74}{space 3} .7170749
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2574453{col 33}{space 2} .2320538{col 44}{space 1}   -1.11{col 53}{space 3}0.267{col 61}{space 4}-.7125743{col 74}{space 3} .1976836
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.531001{col 33}{space 2} .4303677{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-2.375084{col 74}{space 3}-.6869179
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}  .256046{col 33}{space 2} .1001774{col 44}{space 1}    2.56{col 53}{space 3}0.011{col 61}{space 4} .0595674{col 74}{space 3} .4525247
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .7051687{col 33}{space 2} .1232335{col 44}{space 1}    5.72{col 53}{space 3}0.000{col 61}{space 4} .4634699{col 74}{space 3} .9468674
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.3456045{col 33}{space 2} .1132868{col 44}{space 1}   -3.05{col 53}{space 3}0.002{col 61}{space 4}-.5677947{col 74}{space 3}-.1234142
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1047726{col 33}{space 2}  .088671{col 44}{space 1}   -1.18{col 53}{space 3}0.238{col 61}{space 4}-.2786837{col 74}{space 3} .0691386
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.209062{col 33}{space 2} .2853509{col 44}{space 1}    4.24{col 53}{space 3}0.000{col 61}{space 4} .6494008{col 74}{space 3} 1.768723
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,811
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  2.90061{col 26}{space 2} .0176838{col 37}{space 1}  164.03{col 46}{space 3}0.000{col 54}{space 4} 2.865927{col 67}{space 3} 2.935293
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.902306{col 26}{space 2} .0103842{col 37}{space 1}  279.49{col 46}{space 3}0.000{col 54}{space 4} 2.881939{col 67}{space 3} 2.922672
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.901986{col 26}{space 2}  .006375{col 37}{space 1}  455.21{col 46}{space 3}0.000{col 54}{space 4} 2.889483{col 67}{space 3}  2.91449
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.899651{col 26}{space 2} .0066051{col 37}{space 1}  439.00{col 46}{space 3}0.000{col 54}{space 4} 2.886697{col 67}{space 3} 2.912606
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.895301{col 26}{space 2} .0087106{col 37}{space 1}  332.39{col 46}{space 3}0.000{col 54}{space 4} 2.878217{col 67}{space 3} 2.912385
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.888936{col 26}{space 2} .0110928{col 37}{space 1}  260.43{col 46}{space 3}0.000{col 54}{space 4} 2.867179{col 67}{space 3} 2.910692
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.880555{col 26}{space 2} .0140504{col 37}{space 1}  205.02{col 46}{space 3}0.000{col 54}{space 4} 2.852998{col 67}{space 3} 2.908112
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.870159{col 26}{space 2} .0183799{col 37}{space 1}  156.16{col 46}{space 3}0.000{col 54}{space 4}  2.83411{col 67}{space 3} 2.906208
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.857748{col 26}{space 2} .0246924{col 37}{space 1}  115.73{col 46}{space 3}0.000{col 54}{space 4} 2.809318{col 67}{space 3} 2.906177
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.843321{col 26}{space 2} .0332434{col 37}{space 1}   85.53{col 46}{space 3}0.000{col 54}{space 4}  2.77812{col 67}{space 3} 2.908521
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.826879{col 26}{space 2} .0440758{col 37}{space 1}   64.14{col 46}{space 3}0.000{col 54}{space 4} 2.740433{col 67}{space 3} 2.913325
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd800a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd800a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd800a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd700a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,706
                                                {txt}{help j_robustsingular:F(41, 1663) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8754
                                                {txt}Root MSE          =    {res} .22304

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd700a {c |}{col 21}{res}{space 2} .1704757{col 33}{space 2} .0978994{col 44}{space 1}    1.74{col 53}{space 3}0.082{col 61}{space 4}-.0215433{col 74}{space 3} .3624948
{txt}{space 12}msd700a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd700a#c.msd700a {c |}{col 21}{res}{space 2}-.1664618{col 33}{space 2} .1077186{col 44}{space 1}   -1.55{col 53}{space 3}0.122{col 61}{space 4}-.3777402{col 74}{space 3} .0448165
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1074742{col 33}{space 2} .0267829{col 44}{space 1}    4.01{col 53}{space 3}0.000{col 61}{space 4} .0549424{col 74}{space 3} .1600059
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001008{col 33}{space 2} .0000209{col 44}{space 1}    4.82{col 53}{space 3}0.000{col 61}{space 4} .0000598{col 74}{space 3} .0001418
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004663{col 33}{space 2} .0000869{col 44}{space 1}   -5.37{col 53}{space 3}0.000{col 61}{space 4}-.0006367{col 74}{space 3}-.0002958
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0559877{col 33}{space 2} .0235429{col 44}{space 1}    2.38{col 53}{space 3}0.018{col 61}{space 4} .0098108{col 74}{space 3} .1021645
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-1.86e-07{col 33}{space 2} 2.09e-07{col 44}{space 1}   -0.89{col 53}{space 3}0.375{col 61}{space 4}-5.96e-07{col 74}{space 3} 2.25e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0244946{col 33}{space 2} .0033211{col 44}{space 1}    7.38{col 53}{space 3}0.000{col 61}{space 4} .0179806{col 74}{space 3} .0310086
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0044962{col 33}{space 2} .0147265{col 44}{space 1}   -0.31{col 53}{space 3}0.760{col 61}{space 4}-.0333805{col 74}{space 3} .0243882
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} 5.16e-06{col 33}{space 2} .0003174{col 44}{space 1}    0.02{col 53}{space 3}0.987{col 61}{space 4}-.0006174{col 74}{space 3} .0006277
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.3676766{col 33}{space 2}  .091703{col 44}{space 1}   -4.01{col 53}{space 3}0.000{col 61}{space 4}-.5475421{col 74}{space 3}-.1878111
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.519031{col 33}{space 2} .0688587{col 44}{space 1}  -22.06{col 53}{space 3}0.000{col 61}{space 4}-1.654089{col 74}{space 3}-1.383972
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.710261{col 33}{space 2} .1138877{col 44}{space 1}  -15.02{col 53}{space 3}0.000{col 61}{space 4}-1.933639{col 74}{space 3}-1.486882
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .6198585{col 33}{space 2} .1167823{col 44}{space 1}    5.31{col 53}{space 3}0.000{col 61}{space 4} .3908028{col 74}{space 3} .8489142
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2295752{col 33}{space 2} .1004216{col 44}{space 1}    2.29{col 53}{space 3}0.022{col 61}{space 4} .0326092{col 74}{space 3} .4265412
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3153138{col 33}{space 2}  .086788{col 44}{space 1}    3.63{col 53}{space 3}0.000{col 61}{space 4} .1450885{col 74}{space 3} .4855391
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .6484433{col 33}{space 2} .1296814{col 44}{space 1}    5.00{col 53}{space 3}0.000{col 61}{space 4} .3940874{col 74}{space 3} .9027992
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0727051{col 33}{space 2} .0942113{col 44}{space 1}    0.77{col 53}{space 3}0.440{col 61}{space 4}-.1120801{col 74}{space 3} .2574902
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5241511{col 33}{space 2} .0893277{col 44}{space 1}   -5.87{col 53}{space 3}0.000{col 61}{space 4}-.6993577{col 74}{space 3}-.3489445
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.445053{col 33}{space 2} .1624372{col 44}{space 1}   -8.90{col 53}{space 3}0.000{col 61}{space 4}-1.763656{col 74}{space 3} -1.12645
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .3001294{col 33}{space 2} .1063315{col 44}{space 1}    2.82{col 53}{space 3}0.005{col 61}{space 4} .0915717{col 74}{space 3} .5086872
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.291568{col 33}{space 2} .0800773{col 44}{space 1}  -16.13{col 53}{space 3}0.000{col 61}{space 4}-1.448631{col 74}{space 3}-1.134505
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2554959{col 33}{space 2} .0955271{col 44}{space 1}    2.67{col 53}{space 3}0.008{col 61}{space 4} .0681298{col 74}{space 3}  .442862
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8752563{col 33}{space 2} .0850824{col 44}{space 1}  -10.29{col 53}{space 3}0.000{col 61}{space 4}-1.042136{col 74}{space 3}-.7083764
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6486788{col 33}{space 2} .0857699{col 44}{space 1}   -7.56{col 53}{space 3}0.000{col 61}{space 4}-.8169072{col 74}{space 3}-.4804504
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1345884{col 33}{space 2} .1170593{col 44}{space 1}   -1.15{col 53}{space 3}0.250{col 61}{space 4}-.3641876{col 74}{space 3} .0950108
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}-1.002923{col 33}{space 2}  .147242{col 44}{space 1}   -6.81{col 53}{space 3}0.000{col 61}{space 4}-1.291722{col 74}{space 3}-.7141239
{txt}{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5061569{col 33}{space 2} .1015289{col 44}{space 1}    4.99{col 53}{space 3}0.000{col 61}{space 4}  .307019{col 74}{space 3} .7052947
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .5805618{col 33}{space 2} .2029838{col 44}{space 1}    2.86{col 53}{space 3}0.004{col 61}{space 4} .1824312{col 74}{space 3} .9786924
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}  .311436{col 33}{space 2} .0683098{col 44}{space 1}    4.56{col 53}{space 3}0.000{col 61}{space 4} .1774537{col 74}{space 3} .4454182
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.182748{col 33}{space 2} .0902573{col 44}{space 1}  -13.10{col 53}{space 3}0.000{col 61}{space 4}-1.359778{col 74}{space 3}-1.005718
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2} -1.18287{col 33}{space 2} .0801861{col 44}{space 1}  -14.75{col 53}{space 3}0.000{col 61}{space 4}-1.340147{col 74}{space 3}-1.025594
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}   .36396{col 33}{space 2} .1074283{col 44}{space 1}    3.39{col 53}{space 3}0.001{col 61}{space 4}  .153251{col 74}{space 3} .5746689
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3141703{col 33}{space 2}  .115703{col 44}{space 1}    2.72{col 53}{space 3}0.007{col 61}{space 4} .0872313{col 74}{space 3} .5411092
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.435074{col 33}{space 2} .0863974{col 44}{space 1}   16.61{col 53}{space 3}0.000{col 61}{space 4} 1.265615{col 74}{space 3} 1.604533
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4548371{col 33}{space 2}  .100895{col 44}{space 1}    4.51{col 53}{space 3}0.000{col 61}{space 4} .2569424{col 74}{space 3} .6527318
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3059517{col 33}{space 2} .2391233{col 44}{space 1}   -1.28{col 53}{space 3}0.201{col 61}{space 4}-.7749661{col 74}{space 3} .1630628
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.548359{col 33}{space 2} .4346758{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-2.400928{col 74}{space 3}-.6957892
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .3011371{col 33}{space 2} .1006078{col 44}{space 1}    2.99{col 53}{space 3}0.003{col 61}{space 4} .1038057{col 74}{space 3} .4984684
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .5229403{col 33}{space 2} .1320102{col 44}{space 1}    3.96{col 53}{space 3}0.000{col 61}{space 4} .2640166{col 74}{space 3}  .781864
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.4175917{col 33}{space 2} .1195628{col 44}{space 1}   -3.49{col 53}{space 3}0.000{col 61}{space 4}-.6521012{col 74}{space 3}-.1830822
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1602823{col 33}{space 2} .0913975{col 44}{space 1}   -1.75{col 53}{space 3}0.080{col 61}{space 4}-.3395486{col 74}{space 3} .0189841
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.246662{col 33}{space 2} .2973532{col 44}{space 1}    4.19{col 53}{space 3}0.000{col 61}{space 4} .6634357{col 74}{space 3} 1.829888
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,706
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.870853{col 26}{space 2} .0196372{col 37}{space 1}  146.19{col 46}{space 3}0.000{col 54}{space 4} 2.832336{col 67}{space 3} 2.909369
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.886236{col 26}{space 2} .0120739{col 37}{space 1}  239.05{col 46}{space 3}0.000{col 54}{space 4} 2.862554{col 67}{space 3} 2.909917
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.898289{col 26}{space 2} .0074997{col 37}{space 1}  386.46{col 46}{space 3}0.000{col 54}{space 4}  2.88358{col 67}{space 3} 2.912999
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.907014{col 26}{space 2}  .006622{col 37}{space 1}  438.99{col 46}{space 3}0.000{col 54}{space 4} 2.894025{col 67}{space 3} 2.920002
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.912409{col 26}{space 2} .0079545{col 37}{space 1}  366.13{col 46}{space 3}0.000{col 54}{space 4} 2.896807{col 67}{space 3} 2.928011
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.914475{col 26}{space 2} .0098509{col 37}{space 1}  295.86{col 46}{space 3}0.000{col 54}{space 4} 2.895154{col 67}{space 3} 2.933797
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.913212{col 26}{space 2} .0124708{col 37}{space 1}  233.60{col 46}{space 3}0.000{col 54}{space 4} 2.888752{col 67}{space 3} 2.937672
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.908619{col 26}{space 2} .0166414{col 37}{space 1}  174.78{col 46}{space 3}0.000{col 54}{space 4} 2.875979{col 67}{space 3}  2.94126
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.900698{col 26}{space 2} .0229643{col 37}{space 1}  126.31{col 46}{space 3}0.000{col 54}{space 4} 2.855656{col 67}{space 3}  2.94574
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.889447{col 26}{space 2} .0316339{col 37}{space 1}   91.34{col 46}{space 3}0.000{col 54}{space 4}   2.8274{col 67}{space 3} 2.951493
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.874867{col 26}{space 2} .0426466{col 37}{space 1}   67.41{col 46}{space 3}0.000{col 54}{space 4}  2.79122{col 67}{space 3} 2.958513
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd700a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd700a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd700a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd600a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,652
                                                {txt}{help j_robustsingular:F(40, 1610) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8732
                                                {txt}Root MSE          =    {res} .22513

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd600a {c |}{col 21}{res}{space 2} .3405504{col 33}{space 2} .1090971{col 44}{space 1}    3.12{col 53}{space 3}0.002{col 61}{space 4} .1265631{col 74}{space 3} .5545378
{txt}{space 12}msd600a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd600a#c.msd600a {c |}{col 21}{res}{space 2}-.3171209{col 33}{space 2} .1106622{col 44}{space 1}   -2.87{col 53}{space 3}0.004{col 61}{space 4}-.5341781{col 74}{space 3}-.1000638
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2}  .101918{col 33}{space 2} .0270476{col 44}{space 1}    3.77{col 53}{space 3}0.000{col 61}{space 4} .0488658{col 74}{space 3} .1549702
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000923{col 33}{space 2} .0000209{col 44}{space 1}    4.41{col 53}{space 3}0.000{col 61}{space 4} .0000513{col 74}{space 3} .0001334
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000465{col 33}{space 2} .0000877{col 44}{space 1}   -5.30{col 53}{space 3}0.000{col 61}{space 4} -.000637{col 74}{space 3}-.0002929
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0547495{col 33}{space 2} .0241964{col 44}{space 1}    2.26{col 53}{space 3}0.024{col 61}{space 4} .0072897{col 74}{space 3} .1022093
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-1.44e-07{col 33}{space 2} 2.18e-07{col 44}{space 1}   -0.66{col 53}{space 3}0.510{col 61}{space 4}-5.73e-07{col 74}{space 3} 2.84e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0263932{col 33}{space 2} .0033779{col 44}{space 1}    7.81{col 53}{space 3}0.000{col 61}{space 4} .0197676{col 74}{space 3} .0330188
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0052439{col 33}{space 2} .0148009{col 44}{space 1}   -0.35{col 53}{space 3}0.723{col 61}{space 4}-.0342749{col 74}{space 3} .0237872
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0000527{col 33}{space 2} .0003199{col 44}{space 1}    0.16{col 53}{space 3}0.869{col 61}{space 4}-.0005747{col 74}{space 3} .0006802
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.3886403{col 33}{space 2} .0930459{col 44}{space 1}   -4.18{col 53}{space 3}0.000{col 61}{space 4}-.5711441{col 74}{space 3}-.2061365
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.503117{col 33}{space 2}  .072801{col 44}{space 1}  -20.65{col 53}{space 3}0.000{col 61}{space 4}-1.645912{col 74}{space 3}-1.360322
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.719911{col 33}{space 2} .1136379{col 44}{space 1}  -15.14{col 53}{space 3}0.000{col 61}{space 4}-1.942805{col 74}{space 3}-1.497018
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}  .624397{col 33}{space 2} .1185789{col 44}{space 1}    5.27{col 53}{space 3}0.000{col 61}{space 4} .3918118{col 74}{space 3} .8569821
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2549273{col 33}{space 2} .1005682{col 44}{space 1}    2.53{col 53}{space 3}0.011{col 61}{space 4} .0576689{col 74}{space 3} .4521857
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3195424{col 33}{space 2} .0872058{col 44}{space 1}    3.66{col 53}{space 3}0.000{col 61}{space 4} .1484937{col 74}{space 3} .4905912
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2} .6220577{col 33}{space 2} .1312222{col 44}{space 1}    4.74{col 53}{space 3}0.000{col 61}{space 4} .3646735{col 74}{space 3}  .879442
{txt}{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0817522{col 33}{space 2} .0948517{col 44}{space 1}    0.86{col 53}{space 3}0.389{col 61}{space 4}-.1042935{col 74}{space 3}  .267798
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5360523{col 33}{space 2} .0900137{col 44}{space 1}   -5.96{col 53}{space 3}0.000{col 61}{space 4}-.7126086{col 74}{space 3} -.359496
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.451985{col 33}{space 2} .1650648{col 44}{space 1}   -8.80{col 53}{space 3}0.000{col 61}{space 4} -1.77575{col 74}{space 3}-1.128221
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .3243188{col 33}{space 2} .1068749{col 44}{space 1}    3.03{col 53}{space 3}0.002{col 61}{space 4} .1146902{col 74}{space 3} .5339473
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.312146{col 33}{space 2} .0863355{col 44}{space 1}  -15.20{col 53}{space 3}0.000{col 61}{space 4}-1.481487{col 74}{space 3}-1.142804
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2584586{col 33}{space 2} .0966985{col 44}{space 1}    2.67{col 53}{space 3}0.008{col 61}{space 4} .0687903{col 74}{space 3} .4481268
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8738031{col 33}{space 2} .0864961{col 44}{space 1}  -10.10{col 53}{space 3}0.000{col 61}{space 4} -1.04346{col 74}{space 3}-.7041463
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6596937{col 33}{space 2} .0855929{col 44}{space 1}   -7.71{col 53}{space 3}0.000{col 61}{space 4}-.8275789{col 74}{space 3}-.4918084
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.1033309{col 33}{space 2} .1173554{col 44}{space 1}   -0.88{col 53}{space 3}0.379{col 61}{space 4}-.3335163{col 74}{space 3} .1268544
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}  .528388{col 33}{space 2} .1022363{col 44}{space 1}    5.17{col 53}{space 3}0.000{col 61}{space 4} .3278577{col 74}{space 3} .7289183
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .6109948{col 33}{space 2} .2078857{col 44}{space 1}    2.94{col 53}{space 3}0.003{col 61}{space 4} .2032398{col 74}{space 3}  1.01875
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3148571{col 33}{space 2} .0686095{col 44}{space 1}    4.59{col 53}{space 3}0.000{col 61}{space 4} .1802838{col 74}{space 3} .4494304
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.172959{col 33}{space 2} .0926385{col 44}{space 1}  -12.66{col 53}{space 3}0.000{col 61}{space 4}-1.354663{col 74}{space 3}-.9912539
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.171007{col 33}{space 2} .0815633{col 44}{space 1}  -14.36{col 53}{space 3}0.000{col 61}{space 4}-1.330988{col 74}{space 3}-1.011026
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3635726{col 33}{space 2} .1076741{col 44}{space 1}    3.38{col 53}{space 3}0.001{col 61}{space 4} .1523765{col 74}{space 3} .5747687
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3051909{col 33}{space 2} .1154986{col 44}{space 1}    2.64{col 53}{space 3}0.008{col 61}{space 4} .0786475{col 74}{space 3} .5317344
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.432639{col 33}{space 2} .0869852{col 44}{space 1}   16.47{col 53}{space 3}0.000{col 61}{space 4} 1.262023{col 74}{space 3} 1.603255
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4423071{col 33}{space 2}  .101366{col 44}{space 1}    4.36{col 53}{space 3}0.000{col 61}{space 4}  .243484{col 74}{space 3} .6411302
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.2950537{col 33}{space 2}  .240983{col 44}{space 1}   -1.22{col 53}{space 3}0.221{col 61}{space 4}-.7677271{col 74}{space 3} .1776196
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.550945{col 33}{space 2} .4353069{col 44}{space 1}   -3.56{col 53}{space 3}0.000{col 61}{space 4}-2.404773{col 74}{space 3}-.6971176
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .3403632{col 33}{space 2} .1019231{col 44}{space 1}    3.34{col 53}{space 3}0.001{col 61}{space 4} .1404474{col 74}{space 3}  .540279
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .5207471{col 33}{space 2} .1354887{col 44}{space 1}    3.84{col 53}{space 3}0.000{col 61}{space 4} .2549943{col 74}{space 3} .7864998
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.3887433{col 33}{space 2} .1297144{col 44}{space 1}   -3.00{col 53}{space 3}0.003{col 61}{space 4}-.6431701{col 74}{space 3}-.1343166
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1722388{col 33}{space 2} .0912448{col 44}{space 1}   -1.89{col 53}{space 3}0.059{col 61}{space 4}-.3512099{col 74}{space 3} .0067323
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.120227{col 33}{space 2} .3064147{col 44}{space 1}    3.66{col 53}{space 3}0.000{col 61}{space 4}  .519213{col 74}{space 3}  1.72124
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,652
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.832171{col 26}{space 2} .0225719{col 37}{space 1}  125.47{col 46}{space 3}0.000{col 54}{space 4} 2.787898{col 67}{space 3} 2.876444
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.863055{col 26}{space 2} .0140113{col 37}{space 1}  204.34{col 46}{space 3}0.000{col 54}{space 4} 2.835573{col 67}{space 3} 2.890537
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.887596{col 26}{space 2} .0086304{col 37}{space 1}  334.59{col 46}{space 3}0.000{col 54}{space 4} 2.870668{col 67}{space 3} 2.904524
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.905795{col 26}{space 2} .0074481{col 37}{space 1}  390.14{col 46}{space 3}0.000{col 54}{space 4} 2.891186{col 67}{space 3} 2.920404
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.917652{col 26}{space 2} .0089534{col 37}{space 1}  325.87{col 46}{space 3}0.000{col 54}{space 4}  2.90009{col 67}{space 3} 2.935213
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.923166{col 26}{space 2} .0109001{col 37}{space 1}  268.18{col 46}{space 3}0.000{col 54}{space 4} 2.901786{col 67}{space 3} 2.944546
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.922338{col 26}{space 2} .0130796{col 37}{space 1}  223.43{col 46}{space 3}0.000{col 54}{space 4} 2.896683{col 67}{space 3} 2.947993
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.915167{col 26}{space 2} .0163095{col 37}{space 1}  178.74{col 46}{space 3}0.000{col 54}{space 4} 2.883177{col 67}{space 3} 2.947157
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.901654{col 26}{space 2} .0214946{col 37}{space 1}  134.99{col 46}{space 3}0.000{col 54}{space 4} 2.859494{col 67}{space 3} 2.943814
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.881799{col 26}{space 2} .0291026{col 37}{space 1}   99.02{col 46}{space 3}0.000{col 54}{space 4} 2.824716{col 67}{space 3} 2.938881
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.855601{col 26}{space 2} .0392178{col 37}{space 1}   72.81{col 46}{space 3}0.000{col 54}{space 4} 2.778677{col 67}{space 3} 2.932524
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd600a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd600a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd600a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd500a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,551
                                                {txt}{help j_robustsingular:F(39, 1510) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8681
                                                {txt}Root MSE          =    {res} .22845

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd500a {c |}{col 21}{res}{space 2} .4382002{col 33}{space 2} .1143801{col 44}{space 1}    3.83{col 53}{space 3}0.000{col 61}{space 4} .2138395{col 74}{space 3} .6625608
{txt}{space 12}msd500a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd500a#c.msd500a {c |}{col 21}{res}{space 2}-.3558316{col 33}{space 2} .1105257{col 44}{space 1}   -3.22{col 53}{space 3}0.001{col 61}{space 4}-.5726318{col 74}{space 3}-.1390314
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .0909586{col 33}{space 2}  .028512{col 44}{space 1}    3.19{col 53}{space 3}0.001{col 61}{space 4} .0350313{col 74}{space 3} .1468859
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000829{col 33}{space 2} .0000208{col 44}{space 1}    3.99{col 53}{space 3}0.000{col 61}{space 4} .0000421{col 74}{space 3} .0001236
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004552{col 33}{space 2} .0000893{col 44}{space 1}   -5.10{col 53}{space 3}0.000{col 61}{space 4}-.0006305{col 74}{space 3}  -.00028
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0491981{col 33}{space 2} .0246579{col 44}{space 1}    2.00{col 53}{space 3}0.046{col 61}{space 4} .0008308{col 74}{space 3} .0975654
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-7.60e-08{col 33}{space 2} 2.38e-07{col 44}{space 1}   -0.32{col 53}{space 3}0.749{col 61}{space 4}-5.43e-07{col 74}{space 3} 3.91e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0290945{col 33}{space 2} .0034251{col 44}{space 1}    8.49{col 53}{space 3}0.000{col 61}{space 4}  .022376{col 74}{space 3} .0358129
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0001745{col 33}{space 2} .0166177{col 44}{space 1}   -0.01{col 53}{space 3}0.992{col 61}{space 4}-.0327707{col 74}{space 3} .0324218
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} -.000043{col 33}{space 2} .0003662{col 44}{space 1}   -0.12{col 53}{space 3}0.907{col 61}{space 4}-.0007614{col 74}{space 3} .0006754
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.3874709{col 33}{space 2} .0984088{col 44}{space 1}   -3.94{col 53}{space 3}0.000{col 61}{space 4}-.5805033{col 74}{space 3}-.1944385
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}  -1.5236{col 33}{space 2} .0741061{col 44}{space 1}  -20.56{col 53}{space 3}0.000{col 61}{space 4}-1.668962{col 74}{space 3}-1.378238
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.717696{col 33}{space 2} .1137934{col 44}{space 1}  -15.09{col 53}{space 3}0.000{col 61}{space 4}-1.940906{col 74}{space 3}-1.494486
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2} .6448763{col 33}{space 2} .1265618{col 44}{space 1}    5.10{col 53}{space 3}0.000{col 61}{space 4} .3966207{col 74}{space 3} .8931319
{txt}{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .2841785{col 33}{space 2} .1022146{col 44}{space 1}    2.78{col 53}{space 3}0.005{col 61}{space 4} .0836808{col 74}{space 3} .4846761
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}  .314278{col 33}{space 2} .0880004{col 44}{space 1}    3.57{col 53}{space 3}0.000{col 61}{space 4} .1416621{col 74}{space 3} .4868939
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0718697{col 33}{space 2} .0949879{col 44}{space 1}    0.76{col 53}{space 3}0.449{col 61}{space 4}-.1144525{col 74}{space 3} .2581918
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5359199{col 33}{space 2} .0917485{col 44}{space 1}   -5.84{col 53}{space 3}0.000{col 61}{space 4}-.7158878{col 74}{space 3}-.3559519
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.441382{col 33}{space 2}  .169834{col 44}{space 1}   -8.49{col 53}{space 3}0.000{col 61}{space 4}-1.774518{col 74}{space 3}-1.108246
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .3564084{col 33}{space 2} .1109182{col 44}{space 1}    3.21{col 53}{space 3}0.001{col 61}{space 4} .1388383{col 74}{space 3} .5739785
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.366009{col 33}{space 2} .0840589{col 44}{space 1}  -16.25{col 53}{space 3}0.000{col 61}{space 4}-1.530893{col 74}{space 3}-1.201124
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2768345{col 33}{space 2} .1014769{col 44}{space 1}    2.73{col 53}{space 3}0.006{col 61}{space 4} .0777839{col 74}{space 3} .4758851
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} -.868793{col 33}{space 2} .0915312{col 44}{space 1}   -9.49{col 53}{space 3}0.000{col 61}{space 4}-1.048335{col 74}{space 3}-.6892512
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6573494{col 33}{space 2} .0876167{col 44}{space 1}   -7.50{col 53}{space 3}0.000{col 61}{space 4}-.8292128{col 74}{space 3}-.4854861
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}-.0745008{col 33}{space 2} .1197928{col 44}{space 1}   -0.62{col 53}{space 3}0.534{col 61}{space 4}-.3094788{col 74}{space 3} .1604771
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}  .579126{col 33}{space 2} .1066421{col 44}{space 1}    5.43{col 53}{space 3}0.000{col 61}{space 4} .3699436{col 74}{space 3} .7883084
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .5242598{col 33}{space 2}  .221766{col 44}{space 1}    2.36{col 53}{space 3}0.018{col 61}{space 4} .0892577{col 74}{space 3}  .959262
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3163388{col 33}{space 2} .0698404{col 44}{space 1}    4.53{col 53}{space 3}0.000{col 61}{space 4} .1793442{col 74}{space 3} .4533333
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.143176{col 33}{space 2} .1036664{col 44}{space 1}  -11.03{col 53}{space 3}0.000{col 61}{space 4}-1.346522{col 74}{space 3}-.9398311
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.167862{col 33}{space 2} .0878398{col 44}{space 1}  -13.30{col 53}{space 3}0.000{col 61}{space 4}-1.340163{col 74}{space 3}-.9955614
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3600257{col 33}{space 2} .1081443{col 44}{space 1}    3.33{col 53}{space 3}0.001{col 61}{space 4} .1478966{col 74}{space 3} .5721547
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}  .292958{col 33}{space 2} .1171094{col 44}{space 1}    2.50{col 53}{space 3}0.012{col 61}{space 4} .0632436{col 74}{space 3} .5226723
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.415834{col 33}{space 2} .0886319{col 44}{space 1}   15.97{col 53}{space 3}0.000{col 61}{space 4} 1.241979{col 74}{space 3} 1.589689
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4387948{col 33}{space 2} .1038356{col 44}{space 1}    4.23{col 53}{space 3}0.000{col 61}{space 4} .2351176{col 74}{space 3}  .642472
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2} -.327508{col 33}{space 2} .2406968{col 44}{space 1}   -1.36{col 53}{space 3}0.174{col 61}{space 4}-.7996436{col 74}{space 3} .1446276
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.541738{col 33}{space 2} .4359681{col 44}{space 1}   -3.54{col 53}{space 3}0.000{col 61}{space 4}-2.396905{col 74}{space 3}-.6865706
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2} .4007809{col 33}{space 2} .1054273{col 44}{space 1}    3.80{col 53}{space 3}0.000{col 61}{space 4} .1939814{col 74}{space 3} .6075804
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .5550879{col 33}{space 2} .1335241{col 44}{space 1}    4.16{col 53}{space 3}0.000{col 61}{space 4} .2931755{col 74}{space 3} .8170004
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.3536092{col 33}{space 2} .1376207{col 44}{space 1}   -2.57{col 53}{space 3}0.010{col 61}{space 4}-.6235572{col 74}{space 3}-.0836613
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1834655{col 33}{space 2} .0936556{col 44}{space 1}   -1.96{col 53}{space 3}0.050{col 61}{space 4}-.3671742{col 74}{space 3} .0002433
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} .9978496{col 33}{space 2} .3084771{col 44}{space 1}    3.23{col 53}{space 3}0.001{col 61}{space 4} .3927607{col 74}{space 3} 1.602939
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,551
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.776794{col 26}{space 2} .0260814{col 37}{space 1}  106.47{col 46}{space 3}0.000{col 54}{space 4} 2.725634{col 67}{space 3} 2.827954
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.817056{col 26}{space 2} .0169957{col 37}{space 1}  165.75{col 46}{space 3}0.000{col 54}{space 4} 2.783718{col 67}{space 3} 2.850393
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.850201{col 26}{space 2} .0108318{col 37}{space 1}  263.13{col 46}{space 3}0.000{col 54}{space 4} 2.828954{col 67}{space 3} 2.871448
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.876229{col 26}{space 2} .0082637{col 37}{space 1}  348.05{col 46}{space 3}0.000{col 54}{space 4} 2.860019{col 67}{space 3} 2.892439
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.895141{col 26}{space 2} .0085839{col 37}{space 1}  337.27{col 46}{space 3}0.000{col 54}{space 4} 2.878303{col 67}{space 3} 2.911979
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.906936{col 26}{space 2} .0097353{col 37}{space 1}  298.60{col 46}{space 3}0.000{col 54}{space 4}  2.88784{col 67}{space 3} 2.926032
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.911615{col 26}{space 2} .0110521{col 37}{space 1}  263.44{col 46}{space 3}0.000{col 54}{space 4} 2.889935{col 67}{space 3} 2.933294
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.909176{col 26}{space 2} .0132552{col 37}{space 1}  219.47{col 46}{space 3}0.000{col 54}{space 4} 2.883176{col 67}{space 3} 2.935177
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.899622{col 26}{space 2} .0174544{col 37}{space 1}  166.13{col 46}{space 3}0.000{col 54}{space 4} 2.865384{col 67}{space 3} 2.933859
{txt}{space 9}10  {c |}{col 14}{res}{space 2}  2.88295{col 26}{space 2} .0242393{col 37}{space 1}  118.94{col 46}{space 3}0.000{col 54}{space 4} 2.835404{col 67}{space 3} 2.930497
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.859162{col 26}{space 2} .0336486{col 37}{space 1}   84.97{col 46}{space 3}0.000{col 54}{space 4}  2.79316{col 67}{space 3} 2.925165
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd500a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd500a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd500a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd400a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,351
                                                {txt}{help j_robustsingular:F(35, 1314) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8766
                                                {txt}Root MSE          =    {res} .22525

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd400a {c |}{col 21}{res}{space 2} .4729033{col 33}{space 2} .1213591{col 44}{space 1}    3.90{col 53}{space 3}0.000{col 61}{space 4} .2348244{col 74}{space 3} .7109821
{txt}{space 12}msd400a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd400a#c.msd400a {c |}{col 21}{res}{space 2}-.3199357{col 33}{space 2} .1192763{col 44}{space 1}   -2.68{col 53}{space 3}0.007{col 61}{space 4}-.5539285{col 74}{space 3}-.0859428
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1098494{col 33}{space 2} .0298632{col 44}{space 1}    3.68{col 53}{space 3}0.000{col 61}{space 4} .0512648{col 74}{space 3} .1684341
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000957{col 33}{space 2} .0000206{col 44}{space 1}    4.65{col 53}{space 3}0.000{col 61}{space 4} .0000553{col 74}{space 3} .0001362
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004384{col 33}{space 2} .0000906{col 44}{space 1}   -4.84{col 53}{space 3}0.000{col 61}{space 4}-.0006162{col 74}{space 3}-.0002606
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0521722{col 33}{space 2} .0270397{col 44}{space 1}    1.93{col 53}{space 3}0.054{col 61}{space 4}-.0008736{col 74}{space 3}  .105218
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-1.39e-07{col 33}{space 2} 2.89e-07{col 44}{space 1}   -0.48{col 53}{space 3}0.630{col 61}{space 4}-7.07e-07{col 74}{space 3} 4.28e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0336189{col 33}{space 2} .0034795{col 44}{space 1}    9.66{col 53}{space 3}0.000{col 61}{space 4}  .026793{col 74}{space 3} .0404448
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0129708{col 33}{space 2} .0177511{col 44}{space 1}    0.73{col 53}{space 3}0.465{col 61}{space 4}-.0218527{col 74}{space 3} .0477944
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0003261{col 33}{space 2} .0004018{col 44}{space 1}   -0.81{col 53}{space 3}0.417{col 61}{space 4}-.0011144{col 74}{space 3} .0004622
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.3651114{col 33}{space 2} .1053069{col 44}{space 1}   -3.47{col 53}{space 3}0.001{col 61}{space 4}-.5716994{col 74}{space 3}-.1585234
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.547931{col 33}{space 2} .0776038{col 44}{space 1}  -19.95{col 53}{space 3}0.000{col 61}{space 4}-1.700172{col 74}{space 3} -1.39569
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.708552{col 33}{space 2} .1151702{col 44}{space 1}  -14.84{col 53}{space 3}0.000{col 61}{space 4} -1.93449{col 74}{space 3}-1.482615
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}   .33954{col 33}{space 2} .1102508{col 44}{space 1}    3.08{col 53}{space 3}0.002{col 61}{space 4} .1232531{col 74}{space 3} .5558269
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3404146{col 33}{space 2} .0962697{col 44}{space 1}    3.54{col 53}{space 3}0.000{col 61}{space 4} .1515554{col 74}{space 3} .5292738
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0587135{col 33}{space 2} .0984658{col 44}{space 1}    0.60{col 53}{space 3}0.551{col 61}{space 4}-.1344539{col 74}{space 3} .2518808
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5170025{col 33}{space 2} .0999053{col 44}{space 1}   -5.17{col 53}{space 3}0.000{col 61}{space 4}-.7129938{col 74}{space 3}-.3210111
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.519459{col 33}{space 2} .1581437{col 44}{space 1}   -9.61{col 53}{space 3}0.000{col 61}{space 4}-1.829701{col 74}{space 3}-1.209217
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .4534363{col 33}{space 2} .1167852{col 44}{space 1}    3.88{col 53}{space 3}0.000{col 61}{space 4} .2243305{col 74}{space 3} .6825421
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2} -1.34463{col 33}{space 2} .0950095{col 44}{space 1}  -14.15{col 53}{space 3}0.000{col 61}{space 4}-1.531017{col 74}{space 3}-1.158243
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2981227{col 33}{space 2} .1028727{col 44}{space 1}    2.90{col 53}{space 3}0.004{col 61}{space 4}   .09631{col 74}{space 3} .4999353
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.8394886{col 33}{space 2} .0957739{col 44}{space 1}   -8.77{col 53}{space 3}0.000{col 61}{space 4}-1.027375{col 74}{space 3}-.6516021
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6366128{col 33}{space 2} .0940288{col 44}{space 1}   -6.77{col 53}{space 3}0.000{col 61}{space 4}-.8210758{col 74}{space 3}-.4521499
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2} .0018183{col 33}{space 2} .1272435{col 44}{space 1}    0.01{col 53}{space 3}0.989{col 61}{space 4}-.2478043{col 74}{space 3} .2514408
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5853065{col 33}{space 2}  .107254{col 44}{space 1}    5.46{col 53}{space 3}0.000{col 61}{space 4} .3748988{col 74}{space 3} .7957143
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .4981222{col 33}{space 2}  .270559{col 44}{space 1}    1.84{col 53}{space 3}0.066{col 61}{space 4}-.0326526{col 74}{space 3} 1.028897
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3413018{col 33}{space 2} .0791434{col 44}{space 1}    4.31{col 53}{space 3}0.000{col 61}{space 4} .1860406{col 74}{space 3}  .496563
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}-1.095562{col 33}{space 2} .1088351{col 44}{space 1}  -10.07{col 53}{space 3}0.000{col 61}{space 4}-1.309071{col 74}{space 3} -.882052
{txt}{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.146216{col 33}{space 2} .0921896{col 44}{space 1}  -12.43{col 53}{space 3}0.000{col 61}{space 4}-1.327071{col 74}{space 3}-.9653613
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3812449{col 33}{space 2} .1177536{col 44}{space 1}    3.24{col 53}{space 3}0.001{col 61}{space 4} .1502394{col 74}{space 3} .6122504
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3105077{col 33}{space 2} .1226106{col 44}{space 1}    2.53{col 53}{space 3}0.011{col 61}{space 4} .0699739{col 74}{space 3} .5510416
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.433561{col 33}{space 2} .0955715{col 44}{space 1}   15.00{col 53}{space 3}0.000{col 61}{space 4} 1.246072{col 74}{space 3} 1.621051
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4600178{col 33}{space 2} .1127198{col 44}{space 1}    4.08{col 53}{space 3}0.000{col 61}{space 4} .2388874{col 74}{space 3} .6811481
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.3635752{col 33}{space 2} .2412876{col 44}{space 1}   -1.51{col 53}{space 3}0.132{col 61}{space 4}-.8369262{col 74}{space 3} .1097758
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.535584{col 33}{space 2} .4365576{col 44}{space 1}   -3.52{col 53}{space 3}0.000{col 61}{space 4} -2.39201{col 74}{space 3}-.6791582
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1619001{col 33}{space 2} .1026687{col 44}{space 1}   -1.58{col 53}{space 3}0.115{col 61}{space 4}-.3633125{col 74}{space 3} .0395123
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} .6978486{col 33}{space 2} .3378966{col 44}{space 1}    2.07{col 53}{space 3}0.039{col 61}{space 4} .0349728{col 74}{space 3} 1.360724
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,351
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.685727{col 26}{space 2} .0256878{col 37}{space 1}  104.55{col 46}{space 3}0.000{col 54}{space 4} 2.635334{col 67}{space 3} 2.736121
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.729818{col 26}{space 2} .0230832{col 37}{space 1}  118.26{col 46}{space 3}0.000{col 54}{space 4} 2.684534{col 67}{space 3} 2.775102
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  2.76751{col 26}{space 2} .0239608{col 37}{space 1}  115.50{col 46}{space 3}0.000{col 54}{space 4} 2.720505{col 67}{space 3} 2.814516
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.798804{col 26}{space 2} .0258248{col 37}{space 1}  108.38{col 46}{space 3}0.000{col 54}{space 4} 2.748142{col 67}{space 3} 2.849466
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.823699{col 26}{space 2} .0269925{col 37}{space 1}  104.61{col 46}{space 3}0.000{col 54}{space 4} 2.770746{col 67}{space 3} 2.876652
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.842195{col 26}{space 2} .0266579{col 37}{space 1}  106.62{col 46}{space 3}0.000{col 54}{space 4} 2.789898{col 67}{space 3} 2.894492
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.854292{col 26}{space 2} .0244685{col 37}{space 1}  116.65{col 46}{space 3}0.000{col 54}{space 4} 2.806291{col 67}{space 3} 2.902294
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.859991{col 26}{space 2}  .020312{col 37}{space 1}  140.80{col 46}{space 3}0.000{col 54}{space 4} 2.820143{col 67}{space 3} 2.899839
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.859291{col 26}{space 2} .0143591{col 37}{space 1}  199.13{col 46}{space 3}0.000{col 54}{space 4} 2.831122{col 67}{space 3}  2.88746
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.852192{col 26}{space 2} .0082221{col 37}{space 1}  346.89{col 46}{space 3}0.000{col 54}{space 4} 2.836062{col 67}{space 3} 2.868322
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.838695{col 26}{space 2} .0109112{col 37}{space 1}  260.16{col 46}{space 3}0.000{col 54}{space 4} 2.817289{col 67}{space 3}   2.8601
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd400a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd400a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd400a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd300a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,302
                                                {txt}F(35, 1266)       =  {res} 17051.23
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8716
                                                {txt}Root MSE          =    {res} .22508

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd300a {c |}{col 21}{res}{space 2} .3718994{col 33}{space 2} .1272044{col 44}{space 1}    2.92{col 53}{space 3}0.004{col 61}{space 4} .1223448{col 74}{space 3} .6214541
{txt}{space 12}msd300a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd300a#c.msd300a {c |}{col 21}{res}{space 2}-.2884679{col 33}{space 2} .1332611{col 44}{space 1}   -2.16{col 53}{space 3}0.031{col 61}{space 4}-.5499048{col 74}{space 3}-.0270309
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1209465{col 33}{space 2} .0301089{col 44}{space 1}    4.02{col 53}{space 3}0.000{col 61}{space 4} .0618777{col 74}{space 3} .1800154
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000892{col 33}{space 2} .0000208{col 44}{space 1}    4.28{col 53}{space 3}0.000{col 61}{space 4} .0000484{col 74}{space 3} .0001301
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000438{col 33}{space 2} .0000914{col 44}{space 1}   -4.79{col 53}{space 3}0.000{col 61}{space 4}-.0006172{col 74}{space 3}-.0002587
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0562877{col 33}{space 2} .0283946{col 44}{space 1}    1.98{col 53}{space 3}0.048{col 61}{space 4}  .000582{col 74}{space 3} .1119934
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2} 1.11e-07{col 33}{space 2} 2.83e-07{col 44}{space 1}    0.39{col 53}{space 3}0.696{col 61}{space 4}-4.44e-07{col 74}{space 3} 6.65e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0333592{col 33}{space 2} .0034784{col 44}{space 1}    9.59{col 53}{space 3}0.000{col 61}{space 4} .0265351{col 74}{space 3} .0401834
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0003114{col 33}{space 2} .0186425{col 44}{space 1}    0.02{col 53}{space 3}0.987{col 61}{space 4}-.0362622{col 74}{space 3} .0368851
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} 9.57e-06{col 33}{space 2} .0004248{col 44}{space 1}    0.02{col 53}{space 3}0.982{col 61}{space 4}-.0008238{col 74}{space 3} .0008429
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.4225928{col 33}{space 2} .1093202{col 44}{space 1}   -3.87{col 53}{space 3}0.000{col 61}{space 4}-.6370614{col 74}{space 3}-.2081241
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2} -1.58021{col 33}{space 2} .0802105{col 44}{space 1}  -19.70{col 53}{space 3}0.000{col 61}{space 4} -1.73757{col 74}{space 3} -1.42285
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.723539{col 33}{space 2} .1149881{col 44}{space 1}  -14.99{col 53}{space 3}0.000{col 61}{space 4}-1.949127{col 74}{space 3}-1.497951
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .3576404{col 33}{space 2} .1038601{col 44}{space 1}    3.44{col 53}{space 3}0.001{col 61}{space 4} .1538836{col 74}{space 3} .5613973
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}  .351038{col 33}{space 2} .0925846{col 44}{space 1}    3.79{col 53}{space 3}0.000{col 61}{space 4} .1694019{col 74}{space 3} .5326741
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0642539{col 33}{space 2}  .103309{col 44}{space 1}    0.62{col 53}{space 3}0.534{col 61}{space 4}-.1384218{col 74}{space 3} .2669297
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2} -.546944{col 33}{space 2} .0964113{col 44}{space 1}   -5.67{col 53}{space 3}0.000{col 61}{space 4}-.7360875{col 74}{space 3}-.3578005
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.565639{col 33}{space 2} .1520968{col 44}{space 1}  -10.29{col 53}{space 3}0.000{col 61}{space 4}-1.864028{col 74}{space 3}-1.267249
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .4379491{col 33}{space 2}  .115161{col 44}{space 1}    3.80{col 53}{space 3}0.000{col 61}{space 4} .2120216{col 74}{space 3} .6638765
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.434965{col 33}{space 2} .1078587{col 44}{space 1}  -13.30{col 53}{space 3}0.000{col 61}{space 4}-1.646566{col 74}{space 3}-1.223364
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2758492{col 33}{space 2} .1065497{col 44}{space 1}    2.59{col 53}{space 3}0.010{col 61}{space 4} .0668158{col 74}{space 3} .4848826
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.9223988{col 33}{space 2} .1069131{col 44}{space 1}   -8.63{col 53}{space 3}0.000{col 61}{space 4}-1.132145{col 74}{space 3}-.7126524
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6649501{col 33}{space 2} .0934647{col 44}{space 1}   -7.11{col 53}{space 3}0.000{col 61}{space 4}-.8483129{col 74}{space 3}-.4815873
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2} .0188197{col 33}{space 2} .1209939{col 44}{space 1}    0.16{col 53}{space 3}0.876{col 61}{space 4}-.2185509{col 74}{space 3} .2561904
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5552279{col 33}{space 2} .1087694{col 44}{space 1}    5.10{col 53}{space 3}0.000{col 61}{space 4} .3418398{col 74}{space 3}  .768616
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}  .312232{col 33}{space 2} .2671135{col 44}{space 1}    1.17{col 53}{space 3}0.243{col 61}{space 4}-.2118018{col 74}{space 3} .8362658
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3380385{col 33}{space 2} .0752623{col 44}{space 1}    4.49{col 53}{space 3}0.000{col 61}{space 4} .1903859{col 74}{space 3}  .485691
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.229595{col 33}{space 2} .1048052{col 44}{space 1}  -11.73{col 53}{space 3}0.000{col 61}{space 4}-1.435206{col 74}{space 3}-1.023984
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3823546{col 33}{space 2} .1171434{col 44}{space 1}    3.26{col 53}{space 3}0.001{col 61}{space 4} .1525381{col 74}{space 3} .6121711
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3092331{col 33}{space 2} .1205096{col 44}{space 1}    2.57{col 53}{space 3}0.010{col 61}{space 4} .0728125{col 74}{space 3} .5456537
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.427508{col 33}{space 2} .0930872{col 44}{space 1}   15.34{col 53}{space 3}0.000{col 61}{space 4} 1.244886{col 74}{space 3} 1.610131
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4321742{col 33}{space 2} .1147729{col 44}{space 1}    3.77{col 53}{space 3}0.000{col 61}{space 4} .2070082{col 74}{space 3} .6573403
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.4072921{col 33}{space 2} .2416669{col 44}{space 1}   -1.69{col 53}{space 3}0.092{col 61}{space 4}-.8814038{col 74}{space 3} .0668196
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.537645{col 33}{space 2} .4381336{col 44}{space 1}   -3.51{col 53}{space 3}0.000{col 61}{space 4}-2.397193{col 74}{space 3}-.6780974
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1889364{col 33}{space 2} .1041721{col 44}{space 1}   -1.81{col 53}{space 3}0.070{col 61}{space 4}-.3933053{col 74}{space 3} .0154325
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} .7262824{col 33}{space 2} .3543764{col 44}{space 1}    2.05{col 53}{space 3}0.041{col 61}{space 4} .0310528{col 74}{space 3} 1.421512
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,302
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.757927{col 26}{space 2} .0325309{col 37}{space 1}   84.78{col 46}{space 3}0.000{col 54}{space 4} 2.694107{col 67}{space 3} 2.821747
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.792232{col 26}{space 2} .0325105{col 37}{space 1}   85.89{col 46}{space 3}0.000{col 54}{space 4} 2.728452{col 67}{space 3} 2.856013
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.820768{col 26}{space 2} .0344213{col 37}{space 1}   81.95{col 46}{space 3}0.000{col 54}{space 4} 2.753239{col 67}{space 3} 2.888297
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.843535{col 26}{space 2} .0362094{col 37}{space 1}   78.53{col 46}{space 3}0.000{col 54}{space 4} 2.772498{col 67}{space 3} 2.914572
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.860532{col 26}{space 2} .0367101{col 37}{space 1}   77.92{col 46}{space 3}0.000{col 54}{space 4} 2.788513{col 67}{space 3} 2.932551
{txt}{space 10}6  {c |}{col 14}{res}{space 2}  2.87176{col 26}{space 2} .0353382{col 37}{space 1}   81.26{col 46}{space 3}0.000{col 54}{space 4} 2.802432{col 67}{space 3} 2.941088
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.877218{col 26}{space 2} .0318063{col 37}{space 1}   90.46{col 46}{space 3}0.000{col 54}{space 4} 2.814819{col 67}{space 3} 2.939617
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.876907{col 26}{space 2} .0259974{col 37}{space 1}  110.66{col 46}{space 3}0.000{col 54}{space 4} 2.825905{col 67}{space 3}  2.92791
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.870827{col 26}{space 2} .0179929{col 37}{space 1}  159.55{col 46}{space 3}0.000{col 54}{space 4} 2.835528{col 67}{space 3} 2.906126
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.858978{col 26}{space 2} .0089552{col 37}{space 1}  319.25{col 46}{space 3}0.000{col 54}{space 4} 2.841409{col 67}{space 3} 2.876546
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.841359{col 26}{space 2} .0106185{col 37}{space 1}  267.59{col 46}{space 3}0.000{col 54}{space 4} 2.820527{col 67}{space 3}  2.86219
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd300a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd300a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd300a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd200a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,279
                                                {txt}F(35, 1243)       =  {res} 19813.00
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8662
                                                {txt}Root MSE          =    {res} .22581

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd200a {c |}{col 21}{res}{space 2} .3628203{col 33}{space 2}  .124694{col 44}{space 1}    2.91{col 53}{space 3}0.004{col 61}{space 4} .1181863{col 74}{space 3} .6074543
{txt}{space 12}msd200a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd200a#c.msd200a {c |}{col 21}{res}{space 2}-.2994421{col 33}{space 2} .1274454{col 44}{space 1}   -2.35{col 53}{space 3}0.019{col 61}{space 4}-.5494739{col 74}{space 3}-.0494104
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1245246{col 33}{space 2}  .030846{col 44}{space 1}    4.04{col 53}{space 3}0.000{col 61}{space 4} .0640088{col 74}{space 3} .1850405
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000873{col 33}{space 2}  .000021{col 44}{space 1}    4.16{col 53}{space 3}0.000{col 61}{space 4} .0000462{col 74}{space 3} .0001284
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004546{col 33}{space 2} .0000916{col 44}{space 1}   -4.96{col 53}{space 3}0.000{col 61}{space 4}-.0006344{col 74}{space 3}-.0002748
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2} .0485866{col 33}{space 2} .0285728{col 44}{space 1}    1.70{col 53}{space 3}0.089{col 61}{space 4}-.0074696{col 74}{space 3} .1046428
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2} 1.05e-07{col 33}{space 2} 2.84e-07{col 44}{space 1}    0.37{col 53}{space 3}0.713{col 61}{space 4}-4.52e-07{col 74}{space 3} 6.61e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0327397{col 33}{space 2} .0034715{col 44}{space 1}    9.43{col 53}{space 3}0.000{col 61}{space 4} .0259291{col 74}{space 3} .0395503
{txt}{space 16}lon {c |}{col 21}{res}{space 2} .0022124{col 33}{space 2} .0186951{col 44}{space 1}    0.12{col 53}{space 3}0.906{col 61}{space 4}-.0344651{col 74}{space 3} .0388898
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0000192{col 33}{space 2} .0004261{col 44}{space 1}   -0.04{col 53}{space 3}0.964{col 61}{space 4}-.0008551{col 74}{space 3} .0008168
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.4186516{col 33}{space 2} .1099518{col 44}{space 1}   -3.81{col 53}{space 3}0.000{col 61}{space 4}-.6343632{col 74}{space 3}-.2029399
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.582241{col 33}{space 2} .0802358{col 44}{space 1}  -19.72{col 53}{space 3}0.000{col 61}{space 4}-1.739653{col 74}{space 3}-1.424828
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2} -1.71745{col 33}{space 2} .1149735{col 44}{space 1}  -14.94{col 53}{space 3}0.000{col 61}{space 4}-1.943014{col 74}{space 3}-1.491887
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .3763319{col 33}{space 2} .1037862{col 44}{space 1}    3.63{col 53}{space 3}0.000{col 61}{space 4} .1727163{col 74}{space 3} .5799474
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3647541{col 33}{space 2}   .09288{col 44}{space 1}    3.93{col 53}{space 3}0.000{col 61}{space 4} .1825352{col 74}{space 3} .5469729
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0662516{col 33}{space 2}  .107041{col 44}{space 1}    0.62{col 53}{space 3}0.536{col 61}{space 4}-.1437493{col 74}{space 3} .2762526
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5421223{col 33}{space 2} .0964302{col 44}{space 1}   -5.62{col 53}{space 3}0.000{col 61}{space 4}-.7313063{col 74}{space 3}-.3529384
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} -1.56795{col 33}{space 2} .1499216{col 44}{space 1}  -10.46{col 53}{space 3}0.000{col 61}{space 4}-1.862078{col 74}{space 3}-1.273823
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}  .452706{col 33}{space 2} .1149127{col 44}{space 1}    3.94{col 53}{space 3}0.000{col 61}{space 4} .2272617{col 74}{space 3} .6781503
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.408831{col 33}{space 2} .1007323{col 44}{space 1}  -13.99{col 53}{space 3}0.000{col 61}{space 4}-1.606455{col 74}{space 3}-1.211207
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2} .2658938{col 33}{space 2} .1069322{col 44}{space 1}    2.49{col 53}{space 3}0.013{col 61}{space 4} .0561064{col 74}{space 3} .4756813
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.9340791{col 33}{space 2} .1099652{col 44}{space 1}   -8.49{col 53}{space 3}0.000{col 61}{space 4}-1.149817{col 74}{space 3}-.7183411
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6579161{col 33}{space 2} .0933354{col 44}{space 1}   -7.05{col 53}{space 3}0.000{col 61}{space 4}-.8410285{col 74}{space 3}-.4748038
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2} .0399615{col 33}{space 2} .1208741{col 44}{space 1}    0.33{col 53}{space 3}0.741{col 61}{space 4}-.1971784{col 74}{space 3} .2771014
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2} .5630614{col 33}{space 2} .1095693{col 44}{space 1}    5.14{col 53}{space 3}0.000{col 61}{space 4} .3481003{col 74}{space 3} .7780225
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .3124366{col 33}{space 2} .2674423{col 44}{space 1}    1.17{col 53}{space 3}0.243{col 61}{space 4}-.2122516{col 74}{space 3} .8371247
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}  .344887{col 33}{space 2} .0754243{col 44}{space 1}    4.57{col 53}{space 3}0.000{col 61}{space 4} .1969141{col 74}{space 3} .4928599
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.228978{col 33}{space 2} .1077974{col 44}{space 1}  -11.40{col 53}{space 3}0.000{col 61}{space 4}-1.440463{col 74}{space 3}-1.017493
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2} .3929511{col 33}{space 2} .1178666{col 44}{space 1}    3.33{col 53}{space 3}0.001{col 61}{space 4} .1617118{col 74}{space 3} .6241905
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3267902{col 33}{space 2} .1210337{col 44}{space 1}    2.70{col 53}{space 3}0.007{col 61}{space 4} .0893373{col 74}{space 3} .5642431
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.445452{col 33}{space 2} .0937923{col 44}{space 1}   15.41{col 53}{space 3}0.000{col 61}{space 4} 1.261443{col 74}{space 3} 1.629461
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4438019{col 33}{space 2} .1157798{col 44}{space 1}    3.83{col 53}{space 3}0.000{col 61}{space 4} .2166565{col 74}{space 3} .6709473
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.4108914{col 33}{space 2} .2419633{col 44}{space 1}   -1.70{col 53}{space 3}0.090{col 61}{space 4} -.885593{col 74}{space 3} .0638101
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}-1.532542{col 33}{space 2} .4378595{col 44}{space 1}   -3.50{col 53}{space 3}0.000{col 61}{space 4}-2.391567{col 74}{space 3}-.6735163
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1805756{col 33}{space 2} .1050422{col 44}{space 1}   -1.72{col 53}{space 3}0.086{col 61}{space 4}-.3866552{col 74}{space 3} .0255039
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} .8127685{col 33}{space 2} .3520353{col 44}{space 1}    2.31{col 53}{space 3}0.021{col 61}{space 4} .1221195{col 74}{space 3} 1.503418
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,279
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.782551{col 26}{space 2} .0415117{col 37}{space 1}   67.03{col 46}{space 3}0.000{col 54}{space 4} 2.701111{col 67}{space 3} 2.863992
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.815839{col 26}{space 2} .0396127{col 37}{space 1}   71.08{col 46}{space 3}0.000{col 54}{space 4} 2.738124{col 67}{space 3} 2.893554
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.843138{col 26}{space 2} .0393401{col 37}{space 1}   72.27{col 46}{space 3}0.000{col 54}{space 4} 2.765957{col 67}{space 3} 2.920318
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.864448{col 26}{space 2} .0392459{col 37}{space 1}   72.99{col 46}{space 3}0.000{col 54}{space 4} 2.787452{col 67}{space 3} 2.941443
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.879769{col 26}{space 2} .0383083{col 37}{space 1}   75.17{col 46}{space 3}0.000{col 54}{space 4} 2.804613{col 67}{space 3} 2.954925
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.889101{col 26}{space 2} .0359034{col 37}{space 1}   80.47{col 46}{space 3}0.000{col 54}{space 4} 2.818663{col 67}{space 3} 2.959539
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.892444{col 26}{space 2} .0316757{col 37}{space 1}   91.31{col 46}{space 3}0.000{col 54}{space 4} 2.830301{col 67}{space 3} 2.954588
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.889799{col 26}{space 2} .0254544{col 37}{space 1}  113.53{col 46}{space 3}0.000{col 54}{space 4} 2.839861{col 67}{space 3} 2.939737
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.881165{col 26}{space 2} .0172999{col 37}{space 1}  166.54{col 46}{space 3}0.000{col 54}{space 4} 2.847225{col 67}{space 3} 2.915105
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.866542{col 26}{space 2}  .008538{col 37}{space 1}  335.74{col 46}{space 3}0.000{col 54}{space 4} 2.849791{col 67}{space 3} 2.883292
{txt}{space 9}11  {c |}{col 14}{res}{space 2}  2.84593{col 26}{space 2} .0111005{col 37}{space 1}  256.38{col 46}{space 3}0.000{col 54}{space 4} 2.824152{col 67}{space 3} 2.867707
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd200a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd200a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd200a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd100a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}     1,265
                                                {txt}{help j_robustsingular:F(34, 1229) }      =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8630
                                                {txt}Root MSE          =    {res}  .2255

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}loggdp2010percapi~a{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd100a {c |}{col 21}{res}{space 2} -1.92999{col 33}{space 2} .2960611{col 44}{space 1}   -6.52{col 53}{space 3}0.000{col 61}{space 4}-2.510831{col 74}{space 3}-1.349149
{txt}{space 12}msd100a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd100a#c.msd100a {c |}{col 21}{res}{space 2} 1.859176{col 33}{space 2} .2712034{col 44}{space 1}    6.86{col 53}{space 3}0.000{col 61}{space 4} 1.327103{col 74}{space 3} 2.391249
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1288467{col 33}{space 2} .0296411{col 44}{space 1}    4.35{col 53}{space 3}0.000{col 61}{space 4}  .070694{col 74}{space 3} .1869994
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000909{col 33}{space 2}  .000021{col 44}{space 1}    4.33{col 53}{space 3}0.000{col 61}{space 4} .0000497{col 74}{space 3} .0001321
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0004344{col 33}{space 2} .0000914{col 44}{space 1}   -4.75{col 53}{space 3}0.000{col 61}{space 4}-.0006137{col 74}{space 3}-.0002551
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}  .046662{col 33}{space 2} .0286697{col 44}{space 1}    1.63{col 53}{space 3}0.104{col 61}{space 4} -.009585{col 74}{space 3} .1029089
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2} 1.63e-07{col 33}{space 2} 2.83e-07{col 44}{space 1}    0.58{col 53}{space 3}0.565{col 61}{space 4}-3.92e-07{col 74}{space 3} 7.17e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2} .0301315{col 33}{space 2} .0034559{col 44}{space 1}    8.72{col 53}{space 3}0.000{col 61}{space 4} .0233514{col 74}{space 3} .0369117
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0049176{col 33}{space 2} .0186426{col 44}{space 1}   -0.26{col 53}{space 3}0.792{col 61}{space 4}-.0414925{col 74}{space 3} .0316573
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0001752{col 33}{space 2} .0004255{col 44}{space 1}    0.41{col 53}{space 3}0.681{col 61}{space 4}-.0006596{col 74}{space 3}   .00101
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2} -.418961{col 33}{space 2} .1106434{col 44}{space 1}   -3.79{col 53}{space 3}0.000{col 61}{space 4}-.6360317{col 74}{space 3}-.2018902
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-1.595474{col 33}{space 2} .0805518{col 44}{space 1}  -19.81{col 53}{space 3}0.000{col 61}{space 4}-1.753508{col 74}{space 3} -1.43744
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.725692{col 33}{space 2} .1150249{col 44}{space 1}  -15.00{col 53}{space 3}0.000{col 61}{space 4}-1.951359{col 74}{space 3}-1.500025
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2} .3895369{col 33}{space 2} .1030101{col 44}{space 1}    3.78{col 53}{space 3}0.000{col 61}{space 4} .1874417{col 74}{space 3} .5916321
{txt}{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2} .3874002{col 33}{space 2} .0928105{col 44}{space 1}    4.17{col 53}{space 3}0.000{col 61}{space 4} .2053156{col 74}{space 3} .5694848
{txt}{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2} .0711577{col 33}{space 2} .1096814{col 44}{space 1}    0.65{col 53}{space 3}0.517{col 61}{space 4}-.1440258{col 74}{space 3} .2863412
{txt}{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.5271692{col 33}{space 2} .0959606{col 44}{space 1}   -5.49{col 53}{space 3}0.000{col 61}{space 4}-.7154339{col 74}{space 3}-.3389045
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-1.628114{col 33}{space 2} .1527352{col 44}{space 1}  -10.66{col 53}{space 3}0.000{col 61}{space 4}-1.927765{col 74}{space 3}-1.328464
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2} .4481506{col 33}{space 2} .1146535{col 44}{space 1}    3.91{col 53}{space 3}0.000{col 61}{space 4} .2232124{col 74}{space 3} .6730888
{txt}{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}-1.431555{col 33}{space 2} .1012149{col 44}{space 1}  -14.14{col 53}{space 3}0.000{col 61}{space 4}-1.630128{col 74}{space 3}-1.232982
{txt}{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}  .259457{col 33}{space 2} .1086465{col 44}{space 1}    2.39{col 53}{space 3}0.017{col 61}{space 4} .0463039{col 74}{space 3} .4726101
{txt}{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.9632384{col 33}{space 2} .1158288{col 44}{space 1}   -8.32{col 53}{space 3}0.000{col 61}{space 4}-1.190483{col 74}{space 3}-.7359943
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}-.6628761{col 33}{space 2} .0939422{col 44}{space 1}   -7.06{col 53}{space 3}0.000{col 61}{space 4} -.847181{col 74}{space 3}-.4785712
{txt}{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}  .055742{col 33}{space 2} .1198203{col 44}{space 1}    0.47{col 53}{space 3}0.642{col 61}{space 4}-.1793329{col 74}{space 3}  .290817
{txt}{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}  .534461{col 33}{space 2} .1117985{col 44}{space 1}    4.78{col 53}{space 3}0.000{col 61}{space 4} .3151239{col 74}{space 3} .7537981
{txt}{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2} .2761192{col 33}{space 2} .2666783{col 44}{space 1}    1.04{col 53}{space 3}0.301{col 61}{space 4}-.2470759{col 74}{space 3} .7993144
{txt}{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2} .3498539{col 33}{space 2} .0755182{col 44}{space 1}    4.63{col 53}{space 3}0.000{col 61}{space 4}  .201695{col 74}{space 3} .4980127
{txt}{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}-1.250042{col 33}{space 2} .1015929{col 44}{space 1}  -12.30{col 53}{space 3}0.000{col 61}{space 4}-1.449357{col 74}{space 3}-1.050728
{txt}{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}  .401642{col 33}{space 2}  .118175{col 44}{space 1}    3.40{col 53}{space 3}0.001{col 61}{space 4}  .169795{col 74}{space 3} .6334891
{txt}{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2} .3549715{col 33}{space 2} .1216691{col 44}{space 1}    2.92{col 53}{space 3}0.004{col 61}{space 4} .1162694{col 74}{space 3} .5936735
{txt}{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2} 1.466357{col 33}{space 2}  .094037{col 44}{space 1}   15.59{col 53}{space 3}0.000{col 61}{space 4} 1.281866{col 74}{space 3} 1.650848
{txt}{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .4453952{col 33}{space 2} .1162482{col 44}{space 1}    3.83{col 53}{space 3}0.000{col 61}{space 4} .2173283{col 74}{space 3} .6734621
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.4225434{col 33}{space 2}  .243015{col 44}{space 1}   -1.74{col 53}{space 3}0.082{col 61}{space 4}-.8993135{col 74}{space 3} .0542268
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2} -1.53654{col 33}{space 2} .4387353{col 44}{space 1}   -3.50{col 53}{space 3}0.000{col 61}{space 4}-2.397293{col 74}{space 3}-.6757865
{txt}{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.1858947{col 33}{space 2} .1066463{col 44}{space 1}   -1.74{col 53}{space 3}0.082{col 61}{space 4}-.3951236{col 74}{space 3} .0233342
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 1.047709{col 33}{space 2} .3510406{col 44}{space 1}    2.98{col 53}{space 3}0.003{col 61}{space 4} .3590041{col 74}{space 3} 1.736414
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}     1,265
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 2.922362{col 26}{space 2} .0407618{col 37}{space 1}   71.69{col 46}{space 3}0.000{col 54}{space 4} 2.842392{col 67}{space 3} 3.002333
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 2.747955{col 26}{space 2} .0325036{col 37}{space 1}   84.54{col 46}{space 3}0.000{col 54}{space 4} 2.684187{col 67}{space 3} 2.811724
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 2.610731{col 26}{space 2} .0395385{col 37}{space 1}   66.03{col 46}{space 3}0.000{col 54}{space 4} 2.533161{col 67}{space 3} 2.688302
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 2.510691{col 26}{space 2} .0499355{col 37}{space 1}   50.28{col 46}{space 3}0.000{col 54}{space 4} 2.412723{col 67}{space 3}  2.60866
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 2.447835{col 26}{space 2} .0577528{col 37}{space 1}   42.38{col 46}{space 3}0.000{col 54}{space 4}  2.33453{col 67}{space 3}  2.56114
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 2.422161{col 26}{space 2} .0612651{col 37}{space 1}   39.54{col 46}{space 3}0.000{col 54}{space 4} 2.301966{col 67}{space 3} 2.542357
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 2.433672{col 26}{space 2} .0599068{col 37}{space 1}   40.62{col 46}{space 3}0.000{col 54}{space 4} 2.316141{col 67}{space 3} 2.551203
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 2.482366{col 26}{space 2} .0534722{col 37}{space 1}   46.42{col 46}{space 3}0.000{col 54}{space 4} 2.377459{col 67}{space 3} 2.587273
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 2.568243{col 26}{space 2} .0419405{col 37}{space 1}   61.24{col 46}{space 3}0.000{col 54}{space 4}  2.48596{col 67}{space 3} 2.650526
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.691304{col 26}{space 2} .0256658{col 37}{space 1}  104.86{col 46}{space 3}0.000{col 54}{space 4}  2.64095{col 67}{space 3} 2.741658
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.851548{col 26}{space 2} .0102816{col 37}{space 1}  277.35{col 46}{space 3}0.000{col 54}{space 4} 2.831377{col 67}{space 3}  2.87172
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd100a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd100a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsd100a.gph saved)

{com}. 
. graph combine ///
> "$resultspath/QEmsd1900a.gph" ///
> "$resultspath/QEmsd1800a.gph" ///
> "$resultspath/QEmsd1700a.gph" ///
> "$resultspath/QEmsd1600a.gph" ///
> "$resultspath/QEmsd1500a.gph" ///
> "$resultspath/QEmsd1400a.gph" ///
> "$resultspath/QEmsd1300a.gph" ///
> "$resultspath/QEmsd1200a.gph" ///
> "$resultspath/QEmsd1100a.gph" ///
> "$resultspath/QEmsd1000a.gph" ///
> "$resultspath/QEmsd900a.gph" ///
> "$resultspath/QEmsd800a.gph" ///
> "$resultspath/QEmsd700a.gph" ///
> "$resultspath/QEmsd600a.gph" ///
> "$resultspath/QEmsd500a.gph" ///
> "$resultspath/QEmsd400a.gph" ///
> "$resultspath/QEmsd300a.gph" ///
> "$resultspath/QEmsd200a.gph" ///
> "$resultspath/QEmsd100a.gph" ///
> , ///
> title("Quadratic Relationship Over Time") ///
> l1title("Log 2010 GDP per capita", size (medsmall) )  ///
> b1title("Mean State Duration", size(medsmall))  ///
> rows(3) cols (7) scheme(s1mono)
{res}{txt}
{com}. 
. graph export "$resultspath/QEmsdCombA.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEmsdCombA.png written in PNG format)

{com}. 
. 
. local years1 1900 1800 1700 1600 1500 1400 1300 1200 1100 1000 900 800 700 600 500 400 300 200 100
{txt}
{com}. foreach i of local years1 {c -(}
{txt}  2{com}. 
. rm "$resultspath/QEmsd`i'a.gph" 
{txt}  3{com}. rm "$resultspath/QEmsd`i'b.gph"  
{txt}  4{com}. 
. {c )-}
{txt}
{com}. 
. 
. 
. 
. 
. 
. *******************************************************************************
. * Table S1
. *******************************************************************************
. 
. eststo clear
{txt}
{com}. 
. foreach var of varlist ppltrst revipeqopt revimpfree ipfrule {c -(}
{txt}  2{com}. 
. eststo: xi: reg `var' iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon i.entity_id2000, robust
{txt}  3{com}. 
. {c )-}
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_892 omitted because of collinearity
note: _Ientity_id_1122 omitted because of collinearity
note: _Ientity_id_1225 omitted because of collinearity
note: _Ientity_id_1349 omitted because of collinearity
note: _Ientity_id_1423 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_2160 omitted because of collinearity
note: _Ientity_id_2750 omitted because of collinearity
note: _Ientity_id_3088 omitted because of collinearity
note: _Ientity_id_3852 omitted because of collinearity
note: _Ientity_id_4029 omitted because of collinearity
note: _Ientity_id_4117 omitted because of collinearity
note: _Ientity_id_4131 omitted because of collinearity
note: _Ientity_id_4705 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5170 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5666 omitted because of collinearity
note: _Ientity_id_5671 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity
note: _Ientity_id_6532 omitted because of collinearity

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.8292
                                                {txt}Root MSE          =    {res} .45983

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}         ppltrst{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 2.232302{col 30}{space 2} 2.181362{col 41}{space 1}    1.02{col 50}{space 3}0.307{col 58}{space 4}-2.055563{col 71}{space 3} 6.520167
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-4.893552{col 30}{space 2} 4.218047{col 41}{space 1}   -1.16{col 50}{space 3}0.247{col 58}{space 4} -13.1849{col 71}{space 3} 3.397791
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2}-.3393376{col 30}{space 2} .1680409{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6696528{col 71}{space 3}-.0090225
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2}-.0006106{col 30}{space 2}  .000257{col 41}{space 1}   -2.38{col 50}{space 3}0.018{col 58}{space 4}-.0011158{col 71}{space 3}-.0001053
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} .0004816{col 30}{space 2} .0006029{col 41}{space 1}    0.80{col 50}{space 3}0.425{col 58}{space 4}-.0007035{col 71}{space 3} .0016666
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .2891659{col 30}{space 2} .1721858{col 41}{space 1}    1.68{col 50}{space 3}0.094{col 58}{space 4}-.0492968{col 71}{space 3} .6276286
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2} 1.24e-08{col 30}{space 2} 5.67e-07{col 41}{space 1}    0.02{col 50}{space 3}0.983{col 58}{space 4}-1.10e-06{col 71}{space 3} 1.13e-06
{txt}{space 13}lat {c |}{col 18}{res}{space 2}-.1255523{col 30}{space 2} .0356292{col 41}{space 1}   -3.52{col 50}{space 3}0.000{col 58}{space 4} -.195588{col 71}{space 3}-.0555166
{txt}{space 13}lon {c |}{col 18}{res}{space 2}-.3046573{col 30}{space 2} .1248051{col 41}{space 1}   -2.44{col 50}{space 3}0.015{col 58}{space 4}-.5499845{col 71}{space 3}-.0593301
{txt}{space 10}latlon {c |}{col 18}{res}{space 2} .0053747{col 30}{space 2} .0022004{col 41}{space 1}    2.44{col 50}{space 3}0.015{col 58}{space 4} .0010493{col 71}{space 3} .0097001
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} .6334711{col 30}{space 2} .4061935{col 41}{space 1}    1.56{col 50}{space 3}0.120{col 58}{space 4}-.1649765{col 71}{space 3} 1.431919
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2} .0708877{col 30}{space 2} .6627403{col 41}{space 1}    0.11{col 50}{space 3}0.915{col 58}{space 4}-1.231849{col 71}{space 3} 1.373625
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2}  1.33046{col 30}{space 2} .6231257{col 41}{space 1}    2.14{col 50}{space 3}0.033{col 58}{space 4} .1055925{col 71}{space 3} 2.555328
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1122 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1225 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1349 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1423 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1523 {c |}{col 18}{res}{space 2} .0480557{col 30}{space 2}  .458793{col 41}{space 1}    0.10{col 50}{space 3}0.917{col 58}{space 4}-.8537859{col 71}{space 3} .9498972
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-.0415758{col 30}{space 2} .6619746{col 41}{space 1}   -0.06{col 50}{space 3}0.950{col 58}{space 4}-1.342808{col 71}{space 3} 1.259656
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2} .5235001{col 30}{space 2} .3876641{col 41}{space 1}    1.35{col 50}{space 3}0.178{col 58}{space 4}-.2385246{col 71}{space 3} 1.285525
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2344 {c |}{col 18}{res}{space 2} 1.608242{col 30}{space 2} .1951391{col 41}{space 1}    8.24{col 50}{space 3}0.000{col 58}{space 4}  1.22466{col 71}{space 3} 1.991824
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} 1.585247{col 30}{space 2} .0966976{col 41}{space 1}   16.39{col 50}{space 3}0.000{col 58}{space 4}  1.39517{col 71}{space 3} 1.775324
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .5311327{col 30}{space 2}  .426118{col 41}{space 1}    1.25{col 50}{space 3}0.213{col 58}{space 4}-.3064801{col 71}{space 3} 1.368746
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3088 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3852 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4029 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4117 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4131 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4218 {c |}{col 18}{res}{space 2} 1.138423{col 30}{space 2} .1564338{col 41}{space 1}    7.28{col 50}{space 3}0.000{col 58}{space 4} .8309243{col 71}{space 3} 1.445923
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} 2.182213{col 30}{space 2} .1827559{col 41}{space 1}   11.94{col 50}{space 3}0.000{col 58}{space 4} 1.822972{col 71}{space 3} 2.541453
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5671 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2} .6310462{col 30}{space 2}  .402436{col 41}{space 1}    1.57{col 50}{space 3}0.118{col 58}{space 4}-.1600153{col 71}{space 3} 1.422108
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.0986768{col 30}{space 2} .7118073{col 41}{space 1}   -0.14{col 50}{space 3}0.890{col 58}{space 4}-1.497864{col 71}{space 3} 1.300511
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_7747 {c |}{col 18}{res}{space 2} 1.197015{col 30}{space 2} .6547454{col 41}{space 1}    1.83{col 50}{space 3}0.068{col 58}{space 4}-.0900072{col 71}{space 3} 2.484036
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2}  2.85559{col 30}{space 2}  .271263{col 41}{space 1}   10.53{col 50}{space 3}0.000{col 58}{space 4} 2.322373{col 71}{space 3} 3.388807
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .2714456{col 30}{space 2} .3902797{col 41}{space 1}    0.70{col 50}{space 3}0.487{col 58}{space 4}-.4957205{col 71}{space 3} 1.038612
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.2061016{col 30}{space 2} .4617433{col 41}{space 1}   -0.45{col 50}{space 3}0.656{col 58}{space 4}-1.113742{col 71}{space 3} .7015393
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-1.205231{col 30}{space 2} .6533656{col 41}{space 1}   -1.84{col 50}{space 3}0.066{col 58}{space 4}-2.489541{col 71}{space 3} .0790781
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 8.839323{col 30}{space 2} 2.357728{col 41}{space 1}    3.75{col 50}{space 3}0.000{col 58}{space 4} 4.204777{col 71}{space 3} 13.47387
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_892 omitted because of collinearity
note: _Ientity_id_1122 omitted because of collinearity
note: _Ientity_id_1225 omitted because of collinearity
note: _Ientity_id_1349 omitted because of collinearity
note: _Ientity_id_1423 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_2160 omitted because of collinearity
note: _Ientity_id_2750 omitted because of collinearity
note: _Ientity_id_3088 omitted because of collinearity
note: _Ientity_id_3852 omitted because of collinearity
note: _Ientity_id_4029 omitted because of collinearity
note: _Ientity_id_4117 omitted because of collinearity
note: _Ientity_id_4131 omitted because of collinearity
note: _Ientity_id_4705 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5170 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5666 omitted because of collinearity
note: _Ientity_id_5671 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity
note: _Ientity_id_6532 omitted because of collinearity

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4598
                                                {txt}Root MSE          =    {res} .22265

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}      revipeqopt{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} .1125718{col 30}{space 2} 1.125368{col 41}{space 1}    0.10{col 50}{space 3}0.920{col 58}{space 4}-2.099545{col 71}{space 3} 2.324689
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-1.310753{col 30}{space 2} 2.238942{col 41}{space 1}   -0.59{col 50}{space 3}0.559{col 58}{space 4}-5.711804{col 71}{space 3} 3.090297
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1221532{col 30}{space 2} .0752103{col 41}{space 1}    1.62{col 50}{space 3}0.105{col 58}{space 4}-.0256863{col 71}{space 3} .2699928
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2} -.000014{col 30}{space 2} .0001469{col 41}{space 1}   -0.10{col 50}{space 3}0.924{col 58}{space 4}-.0003027{col 71}{space 3} .0002747
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} .0001538{col 30}{space 2} .0002982{col 41}{space 1}    0.52{col 50}{space 3}0.606{col 58}{space 4}-.0004323{col 71}{space 3}   .00074
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} .0079658{col 30}{space 2}   .08191{col 41}{space 1}    0.10{col 50}{space 3}0.923{col 58}{space 4}-.1530432{col 71}{space 3} .1689748
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-2.21e-07{col 30}{space 2} 2.56e-07{col 41}{space 1}   -0.86{col 50}{space 3}0.389{col 58}{space 4}-7.24e-07{col 71}{space 3} 2.82e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2}-.0782268{col 30}{space 2} .0176735{col 41}{space 1}   -4.43{col 50}{space 3}0.000{col 58}{space 4}-.1129673{col 71}{space 3}-.0434863
{txt}{space 13}lon {c |}{col 18}{res}{space 2}-.2141053{col 30}{space 2} .0687263{col 41}{space 1}   -3.12{col 50}{space 3}0.002{col 58}{space 4}-.3491993{col 71}{space 3}-.0790113
{txt}{space 10}latlon {c |}{col 18}{res}{space 2} .0038591{col 30}{space 2} .0011839{col 41}{space 1}    3.26{col 50}{space 3}0.001{col 58}{space 4} .0015319{col 71}{space 3} .0061864
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2} .4708432{col 30}{space 2} .1728375{col 41}{space 1}    2.72{col 50}{space 3}0.007{col 58}{space 4} .1310994{col 71}{space 3}  .810587
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2} .8576831{col 30}{space 2} .3412499{col 41}{space 1}    2.51{col 50}{space 3}0.012{col 58}{space 4} .1868939{col 71}{space 3} 1.528472
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2} -.090417{col 30}{space 2} .3056846{col 41}{space 1}   -0.30{col 50}{space 3}0.768{col 58}{space 4} -.691296{col 71}{space 3} .5104621
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1122 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1225 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1349 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1423 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1523 {c |}{col 18}{res}{space 2} .8434832{col 30}{space 2} .1803203{col 41}{space 1}    4.68{col 50}{space 3}0.000{col 58}{space 4} .4890307{col 71}{space 3} 1.197936
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2} .7598475{col 30}{space 2} .3578204{col 41}{space 1}    2.12{col 50}{space 3}0.034{col 58}{space 4}  .056486{col 71}{space 3} 1.463209
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2} .9785705{col 30}{space 2} .2034244{col 41}{space 1}    4.81{col 50}{space 3}0.000{col 58}{space 4} .5787026{col 71}{space 3} 1.378438
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2344 {c |}{col 18}{res}{space 2} .5561915{col 30}{space 2} .0809943{col 41}{space 1}    6.87{col 50}{space 3}0.000{col 58}{space 4} .3969823{col 71}{space 3} .7154007
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}  .466983{col 30}{space 2} .0432115{col 41}{space 1}   10.81{col 50}{space 3}0.000{col 58}{space 4}  .382043{col 71}{space 3} .5519231
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .8681328{col 30}{space 2} .1773343{col 41}{space 1}    4.90{col 50}{space 3}0.000{col 58}{space 4} .5195498{col 71}{space 3} 1.216716
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3088 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3852 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4029 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4117 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4131 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4218 {c |}{col 18}{res}{space 2} .4885888{col 30}{space 2} .0654735{col 41}{space 1}    7.46{col 50}{space 3}0.000{col 58}{space 4} .3598887{col 71}{space 3} .6172888
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2}  .464914{col 30}{space 2} .0963366{col 41}{space 1}    4.83{col 50}{space 3}0.000{col 58}{space 4} .2755468{col 71}{space 3} .6542812
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5671 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2} .9425341{col 30}{space 2} .1762243{col 41}{space 1}    5.35{col 50}{space 3}0.000{col 58}{space 4} .5961329{col 71}{space 3} 1.288935
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2} .8358074{col 30}{space 2} .3907872{col 41}{space 1}    2.14{col 50}{space 3}0.033{col 58}{space 4} .0676437{col 71}{space 3} 1.603971
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_7747 {c |}{col 18}{res}{space 2} .5782266{col 30}{space 2} .3133894{col 41}{space 1}    1.85{col 50}{space 3}0.066{col 58}{space 4}-.0377976{col 71}{space 3} 1.194251
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2} 1.036716{col 30}{space 2} .1406626{col 41}{space 1}    7.37{col 50}{space 3}0.000{col 58}{space 4} .7602177{col 71}{space 3} 1.313214
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2} .8127932{col 30}{space 2}  .164694{col 41}{space 1}    4.94{col 50}{space 3}0.000{col 58}{space 4} .4890571{col 71}{space 3} 1.136529
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2} .7908089{col 30}{space 2} .1919138{col 41}{space 1}    4.12{col 50}{space 3}0.000{col 58}{space 4} .4135673{col 71}{space 3} 1.168051
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2} 1.123336{col 30}{space 2} .3087523{col 41}{space 1}    3.64{col 50}{space 3}0.000{col 58}{space 4} .5164267{col 71}{space 3} 1.730245
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 8.376846{col 30}{space 2} 1.109105{col 41}{space 1}    7.55{col 50}{space 3}0.000{col 58}{space 4} 6.196697{col 71}{space 3}   10.557
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_892 omitted because of collinearity
note: _Ientity_id_1122 omitted because of collinearity
note: _Ientity_id_1225 omitted because of collinearity
note: _Ientity_id_1349 omitted because of collinearity
note: _Ientity_id_1423 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_2160 omitted because of collinearity
note: _Ientity_id_2750 omitted because of collinearity
note: _Ientity_id_3088 omitted because of collinearity
note: _Ientity_id_3852 omitted because of collinearity
note: _Ientity_id_4029 omitted because of collinearity
note: _Ientity_id_4117 omitted because of collinearity
note: _Ientity_id_4131 omitted because of collinearity
note: _Ientity_id_4705 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5170 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5666 omitted because of collinearity
note: _Ientity_id_5671 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity
note: _Ientity_id_6532 omitted because of collinearity

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4580
                                                {txt}Root MSE          =    {res} .21729

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}      revimpfree{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 3.214816{col 30}{space 2} 1.097061{col 41}{space 1}    2.93{col 50}{space 3}0.004{col 58}{space 4} 1.058342{col 71}{space 3} 5.371289
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-5.975225{col 30}{space 2} 2.259931{col 41}{space 1}   -2.64{col 50}{space 3}0.009{col 58}{space 4}-10.41753{col 71}{space 3}-1.532917
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1903173{col 30}{space 2} .0970269{col 41}{space 1}    1.96{col 50}{space 3}0.050{col 58}{space 4}-.0004068{col 71}{space 3} .3810415
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2}   .00008{col 30}{space 2} .0001289{col 41}{space 1}    0.62{col 50}{space 3}0.535{col 58}{space 4}-.0001733{col 71}{space 3} .0003334
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} .0004839{col 30}{space 2} .0002954{col 41}{space 1}    1.64{col 50}{space 3}0.102{col 58}{space 4}-.0000968{col 71}{space 3} .0010647
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2} -.130026{col 30}{space 2} .0698817{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.2673912{col 71}{space 3} .0073393
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2}-3.33e-07{col 30}{space 2} 2.69e-07{col 41}{space 1}   -1.24{col 50}{space 3}0.216{col 58}{space 4}-8.62e-07{col 71}{space 3} 1.96e-07
{txt}{space 13}lat {c |}{col 18}{res}{space 2}-.0663765{col 30}{space 2} .0171098{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4} -.100009{col 71}{space 3}-.0327441
{txt}{space 13}lon {c |}{col 18}{res}{space 2}-.1472191{col 30}{space 2} .0575119{col 41}{space 1}   -2.56{col 50}{space 3}0.011{col 58}{space 4}-.2602692{col 71}{space 3} -.034169
{txt}{space 10}latlon {c |}{col 18}{res}{space 2} .0026768{col 30}{space 2} .0009839{col 41}{space 1}    2.72{col 50}{space 3}0.007{col 58}{space 4} .0007428{col 71}{space 3} .0046109
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-.3353192{col 30}{space 2} .1736831{col 41}{space 1}   -1.93{col 50}{space 3}0.054{col 58}{space 4}-.6767251{col 71}{space 3} .0060866
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-.4774107{col 30}{space 2} .2891979{col 41}{space 1}   -1.65{col 50}{space 3}0.100{col 58}{space 4}-1.045882{col 71}{space 3} .0910607
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2} -.944915{col 30}{space 2} .2758581{col 41}{space 1}   -3.43{col 50}{space 3}0.001{col 58}{space 4}-1.487165{col 71}{space 3}-.4026654
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1122 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1225 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1349 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1423 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1523 {c |}{col 18}{res}{space 2} .0343349{col 30}{space 2} .2302997{col 41}{space 1}    0.15{col 50}{space 3}0.882{col 58}{space 4}-.4183613{col 71}{space 3} .4870312
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2} -.183702{col 30}{space 2} .3549799{col 41}{space 1}   -0.52{col 50}{space 3}0.605{col 58}{space 4}-.8814799{col 71}{space 3} .5140759
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-.3608141{col 30}{space 2} .1562057{col 41}{space 1}   -2.31{col 50}{space 3}0.021{col 58}{space 4} -.667865{col 71}{space 3}-.0537632
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2344 {c |}{col 18}{res}{space 2}-.1352947{col 30}{space 2} .1012251{col 41}{space 1}   -1.34{col 50}{space 3}0.182{col 58}{space 4}-.3342712{col 71}{space 3} .0636818
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2} -.276837{col 30}{space 2} .0434893{col 41}{space 1}   -6.37{col 50}{space 3}0.000{col 58}{space 4}-.3623231{col 71}{space 3}-.1913509
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2} .0421954{col 30}{space 2} .1808147{col 41}{space 1}    0.23{col 50}{space 3}0.816{col 58}{space 4}-.3132289{col 71}{space 3} .3976198
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3088 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3852 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4029 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4117 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4131 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.2924576{col 30}{space 2} .0541283{col 41}{space 1}   -5.40{col 50}{space 3}0.000{col 58}{space 4}-.3988567{col 71}{space 3}-.1860585
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} .2216623{col 30}{space 2} .0847541{col 41}{space 1}    2.62{col 50}{space 3}0.009{col 58}{space 4} .0550625{col 71}{space 3}  .388262
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5671 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2} -.064802{col 30}{space 2} .1825926{col 41}{space 1}   -0.35{col 50}{space 3}0.723{col 58}{space 4}-.4237212{col 71}{space 3} .2941172
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.2406754{col 30}{space 2} .3881932{col 41}{space 1}   -0.62{col 50}{space 3}0.536{col 58}{space 4} -1.00374{col 71}{space 3} .5223893
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_7747 {c |}{col 18}{res}{space 2} -.294997{col 30}{space 2}  .314092{col 41}{space 1}   -0.94{col 50}{space 3}0.348{col 58}{space 4}-.9124023{col 71}{space 3} .3224083
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2}-.1530498{col 30}{space 2} .1452973{col 41}{space 1}   -1.05{col 50}{space 3}0.293{col 58}{space 4}-.4386582{col 71}{space 3} .1325586
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-.3887662{col 30}{space 2} .1578432{col 41}{space 1}   -2.46{col 50}{space 3}0.014{col 58}{space 4}-.6990359{col 71}{space 3}-.0784965
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2}-.0267814{col 30}{space 2} .1896054{col 41}{space 1}   -0.14{col 50}{space 3}0.888{col 58}{space 4}-.3994855{col 71}{space 3} .3459227
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.0408977{col 30}{space 2} .2888468{col 41}{space 1}   -0.14{col 50}{space 3}0.887{col 58}{space 4}-.6086788{col 71}{space 3} .5268834
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 8.866125{col 30}{space 2} 1.075763{col 41}{space 1}    8.24{col 50}{space 3}0.000{col 58}{space 4} 6.751516{col 71}{space 3} 10.98074
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
note: _Ientity_id_68 omitted because of collinearity
note: _Ientity_id_892 omitted because of collinearity
note: _Ientity_id_1122 omitted because of collinearity
note: _Ientity_id_1225 omitted because of collinearity
note: _Ientity_id_1349 omitted because of collinearity
note: _Ientity_id_1423 omitted because of collinearity
note: _Ientity_id_2054 omitted because of collinearity
note: _Ientity_id_2160 omitted because of collinearity
note: _Ientity_id_2750 omitted because of collinearity
note: _Ientity_id_3088 omitted because of collinearity
note: _Ientity_id_3852 omitted because of collinearity
note: _Ientity_id_4029 omitted because of collinearity
note: _Ientity_id_4117 omitted because of collinearity
note: _Ientity_id_4131 omitted because of collinearity
note: _Ientity_id_4705 omitted because of collinearity
note: _Ientity_id_5162 omitted because of collinearity
note: _Ientity_id_5170 omitted because of collinearity
note: _Ientity_id_5599 omitted because of collinearity
note: _Ientity_id_5666 omitted because of collinearity
note: _Ientity_id_5671 omitted because of collinearity
note: _Ientity_id_5672 omitted because of collinearity
note: _Ientity_id_6532 omitted because of collinearity

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.6738
                                                {txt}Root MSE          =    {res} .23788

{txt}{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}         ipfrule{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}iv2000a {c |}{col 18}{res}{space 2} 1.177983{col 30}{space 2}  1.14167{col 41}{space 1}    1.03{col 50}{space 3}0.303{col 58}{space 4}-1.066178{col 71}{space 3} 3.422143
{txt}{space 7}SQiv2000a {c |}{col 18}{res}{space 2}-.6416703{col 30}{space 2} 2.285027{col 41}{space 1}   -0.28{col 50}{space 3}0.779{col 58}{space 4} -5.13331{col 71}{space 3} 3.849969
{txt}{space 1}ramankutty_mean {c |}{col 18}{res}{space 2} .1263429{col 30}{space 2} .0858613{col 41}{space 1}    1.47{col 50}{space 3}0.142{col 58}{space 4}-.0424332{col 71}{space 3}  .295119
{txt}{space 2}elevation_mean {c |}{col 18}{res}{space 2}-.0000464{col 30}{space 2} .0001441{col 41}{space 1}   -0.32{col 50}{space 3}0.748{col 58}{space 4}-.0003296{col 71}{space 3} .0002369
{txt}{space 7}riverdist {c |}{col 18}{res}{space 2} .0007882{col 30}{space 2} .0002934{col 41}{space 1}    2.69{col 50}{space 3}0.008{col 58}{space 4} .0002115{col 71}{space 3} .0013649
{txt}{space 7}agricdate {c |}{col 18}{res}{space 2}-.1512468{col 30}{space 2}  .092393{col 41}{space 1}   -1.64{col 50}{space 3}0.102{col 58}{space 4}-.3328621{col 71}{space 3} .0303686
{txt}{space 7}dist2city {c |}{col 18}{res}{space 2} 8.87e-07{col 30}{space 2} 2.98e-07{col 41}{space 1}    2.98{col 50}{space 3}0.003{col 58}{space 4} 3.01e-07{col 71}{space 3} 1.47e-06
{txt}{space 13}lat {c |}{col 18}{res}{space 2} .0341708{col 30}{space 2} .0143297{col 41}{space 1}    2.38{col 50}{space 3}0.018{col 58}{space 4} .0060031{col 71}{space 3} .0623384
{txt}{space 13}lon {c |}{col 18}{res}{space 2} -.039008{col 30}{space 2} .0674825{col 41}{space 1}   -0.58{col 50}{space 3}0.564{col 58}{space 4}-.1716573{col 71}{space 3} .0936413
{txt}{space 10}latlon {c |}{col 18}{res}{space 2} .0000109{col 30}{space 2} .0012128{col 41}{space 1}    0.01{col 50}{space 3}0.993{col 58}{space 4} -.002373{col 71}{space 3} .0023948
{txt}{space 2}_Ientity_id_35 {c |}{col 18}{res}{space 2}-1.053907{col 30}{space 2} .2279477{col 41}{space 1}   -4.62{col 50}{space 3}0.000{col 58}{space 4} -1.50198{col 71}{space 3}-.6058342
{txt}{space 2}_Ientity_id_55 {c |}{col 18}{res}{space 2}-.6826206{col 30}{space 2} .4020792{col 41}{space 1}   -1.70{col 50}{space 3}0.090{col 58}{space 4}-1.472981{col 71}{space 3} .1077396
{txt}{space 2}_Ientity_id_68 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
{space 1}_Ientity_id_182 {c |}{col 18}{res}{space 2} -.415198{col 30}{space 2} .3968551{col 41}{space 1}   -1.05{col 50}{space 3}0.296{col 58}{space 4}-1.195289{col 71}{space 3} .3648932
{txt}{space 1}_Ientity_id_892 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1122 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1225 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1349 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1423 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_1523 {c |}{col 18}{res}{space 2}-.3968442{col 30}{space 2} .3236143{col 41}{space 1}   -1.23{col 50}{space 3}0.221{col 58}{space 4}-1.032967{col 71}{space 3} .2392789
{txt}_Ientity_id_1663 {c |}{col 18}{res}{space 2}-.3883693{col 30}{space 2} .4803478{col 41}{space 1}   -0.81{col 50}{space 3}0.419{col 58}{space 4}-1.332581{col 71}{space 3} .5558422
{txt}_Ientity_id_2054 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2115 {c |}{col 18}{res}{space 2}-1.193454{col 30}{space 2}  .226842{col 41}{space 1}   -5.26{col 50}{space 3}0.000{col 58}{space 4}-1.639353{col 71}{space 3}-.7475543
{txt}_Ientity_id_2160 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_2344 {c |}{col 18}{res}{space 2}-.5795597{col 30}{space 2} .2392616{col 41}{space 1}   -2.42{col 50}{space 3}0.016{col 58}{space 4}-1.049872{col 71}{space 3}-.1092471
{txt}_Ientity_id_2621 {c |}{col 18}{res}{space 2}-.4734337{col 30}{space 2} .0529118{col 41}{space 1}   -8.95{col 50}{space 3}0.000{col 58}{space 4}-.5774416{col 71}{space 3}-.3694258
{txt}_Ientity_id_2669 {c |}{col 18}{res}{space 2}-.2155855{col 30}{space 2} .2469149{col 41}{space 1}   -0.87{col 50}{space 3}0.383{col 58}{space 4}-.7009419{col 71}{space 3} .2697708
{txt}_Ientity_id_2750 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3088 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_3852 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4029 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4117 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4131 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_4218 {c |}{col 18}{res}{space 2}-.6140394{col 30}{space 2} .0813214{col 41}{space 1}   -7.55{col 50}{space 3}0.000{col 58}{space 4}-.7738916{col 71}{space 3}-.4541873
{txt}_Ientity_id_4490 {c |}{col 18}{res}{space 2} -.466936{col 30}{space 2} .1043897{col 41}{space 1}   -4.47{col 50}{space 3}0.000{col 58}{space 4} -.672133{col 71}{space 3}-.2617391
{txt}_Ientity_id_4705 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5162 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5170 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5599 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5666 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5671 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5672 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_5689 {c |}{col 18}{res}{space 2}-.8136607{col 30}{space 2} .5317636{col 41}{space 1}   -1.53{col 50}{space 3}0.127{col 58}{space 4}-1.858939{col 71}{space 3}  .231618
{txt}_Ientity_id_6084 {c |}{col 18}{res}{space 2}-.8886927{col 30}{space 2} .4441099{col 41}{space 1}   -2.00{col 50}{space 3}0.046{col 58}{space 4}-1.761672{col 71}{space 3}-.0157135
{txt}_Ientity_id_6532 {c |}{col 18}{res}{space 2}        0{col 30}{txt}  (omitted)
_Ientity_id_7747 {c |}{col 18}{res}{space 2}-1.983825{col 30}{space 2}  .388849{col 41}{space 1}   -5.10{col 50}{space 3}0.000{col 58}{space 4}-2.748178{col 71}{space 3}-1.219471
{txt}_Ientity_id_8246 {c |}{col 18}{res}{space 2}-.9217598{col 30}{space 2} .1639126{col 41}{space 1}   -5.62{col 50}{space 3}0.000{col 58}{space 4} -1.24396{col 71}{space 3}-.5995597
{txt}_Ientity_id_9479 {c |}{col 18}{res}{space 2}-1.047248{col 30}{space 2}  .225838{col 41}{space 1}   -4.64{col 50}{space 3}0.000{col 58}{space 4}-1.491174{col 71}{space 3}-.6033219
{txt}_Ientity_id_9602 {c |}{col 18}{res}{space 2} -.684106{col 30}{space 2} .2738122{col 41}{space 1}   -2.50{col 50}{space 3}0.013{col 58}{space 4}-1.222334{col 71}{space 3} -.145878
{txt}_Ientity_id_9603 {c |}{col 18}{res}{space 2}-.8053024{col 30}{space 2} .4079298{col 41}{space 1}   -1.97{col 50}{space 3}0.049{col 58}{space 4}-1.607163{col 71}{space 3}-.0034418
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 3.487502{col 30}{space 2}  1.02995{col 41}{space 1}    3.39{col 50}{space 3}0.001{col 58}{space 4} 1.462946{col 71}{space 3} 5.512057
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. 
. esttab using "$resultspath/ess.tex", booktabs label replace ///
> compress mtitles("Trust" "Respect" "Control" "Obedience") nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> indicate("Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = lat" "Longitude = lon" "Lat*Lon = latlon" "Country FE in Yr2000 = _I*", label($\checkmark$ ))       ///
> drop(_cons) nonotes
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/ess.tex"'})

{com}. 
. eststo clear
{txt}
{com}. 
. 
. *******************************************************************************
. * Figure S3
. *******************************************************************************
. 
. local years1 1900 1800 1700 1600 1500 1400 1300 1200 1100 1000 900 800 700 600 500 400 300 200 100
{txt}
{com}. foreach i of local years1 {c -(}
{txt}  2{com}. 
. xi: reg revimpfree msd`i'a c.msd`i'a##c.msd`i'a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city lat lon latlon ///
> i.entity_id2000, robust
{txt}  3{com}. 
. margins, at(msd`i'a==(0(0.1)1)) 
{txt}  4{com}. marginsplot, title("0000-`i'", size(small)) ///
> ytitle("")  ///
> xtitle("")  ///
> scheme(s1mono)
{txt}  5{com}. 
. graph save "$resultspath/QEctrl`i'a.gph", replace
{txt}  6{com}. *graph export "../TablesFigures/QEmsd`i'b.png", as(png) replace
. 
. {c )-}
{txt}i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1900a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4553
                                                {txt}Root MSE          =    {res} .21782

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1900a {c |}{col 23}{res}{space 2} 2.521086{col 35}{space 2} .9741987{col 46}{space 1}    2.59{col 55}{space 3}0.010{col 63}{space 4}   .60612{col 76}{space 3} 4.436052
{txt}{space 13}msd1900a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1900a#c.msd1900a {c |}{col 23}{res}{space 2}-4.317912{col 35}{space 2} 1.842224{col 46}{space 1}   -2.34{col 55}{space 3}0.020{col 63}{space 4}-7.939141{col 76}{space 3}-.6966833
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1868828{col 35}{space 2} .0967153{col 46}{space 1}    1.93{col 55}{space 3}0.054{col 63}{space 4}-.0032289{col 76}{space 3} .3769944
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000933{col 35}{space 2}  .000126{col 46}{space 1}    0.74{col 55}{space 3}0.459{col 63}{space 4}-.0001543{col 76}{space 3}  .000341
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0004986{col 35}{space 2} .0002935{col 46}{space 1}    1.70{col 55}{space 3}0.090{col 63}{space 4}-.0000783{col 76}{space 3} .0010755
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2} -.130089{col 35}{space 2} .0699014{col 46}{space 1}   -1.86{col 55}{space 3}0.063{col 63}{space 4}-.2674931{col 76}{space 3}  .007315
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.56e-07{col 35}{space 2} 2.68e-07{col 46}{space 1}   -0.96{col 55}{space 3}0.339{col 63}{space 4}-7.82e-07{col 76}{space 3} 2.70e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0608188{col 35}{space 2} .0168424{col 46}{space 1}   -3.61{col 55}{space 3}0.000{col 63}{space 4}-.0939255{col 76}{space 3}-.0277121
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1409411{col 35}{space 2} .0579965{col 46}{space 1}   -2.43{col 55}{space 3}0.016{col 63}{space 4}-.2549438{col 76}{space 3}-.0269384
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0025421{col 35}{space 2} .0009942{col 46}{space 1}    2.56{col 55}{space 3}0.011{col 63}{space 4} .0005878{col 76}{space 3} .0044964
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2897976{col 35}{space 2} .2231204{col 46}{space 1}   -1.30{col 55}{space 3}0.195{col 63}{space 4}-.7283816{col 76}{space 3} .1487864
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4230099{col 35}{space 2} .0749656{col 46}{space 1}   -5.64{col 55}{space 3}0.000{col 63}{space 4}-.5703685{col 76}{space 3}-.2756513
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -.925586{col 35}{space 2}  .071553{col 46}{space 1}  -12.94{col 55}{space 3}0.000{col 63}{space 4}-1.066236{col 76}{space 3}-.7849356
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .0780485{col 35}{space 2} .2281649{col 46}{space 1}    0.34{col 55}{space 3}0.732{col 63}{space 4}-.3704514{col 76}{space 3} .5265484
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.1339174{col 35}{space 2} .2627889{col 46}{space 1}   -0.51{col 55}{space 3}0.611{col 63}{space 4}-.6504771{col 76}{space 3} .3826423
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.3774272{col 35}{space 2}  .158252{col 46}{space 1}   -2.38{col 55}{space 3}0.018{col 63}{space 4}-.6885005{col 76}{space 3} -.066354
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} -.121065{col 35}{space 2} .3239232{col 46}{space 1}   -0.37{col 55}{space 3}0.709{col 63}{space 4}-.7577953{col 76}{space 3} .5156652
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.2573301{col 35}{space 2} .2714611{col 46}{space 1}   -0.95{col 55}{space 3}0.344{col 63}{space 4}-.7909366{col 76}{space 3} .2762764
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1024992{col 35}{space 2} .1565409{col 46}{space 1}    0.65{col 55}{space 3}0.513{col 63}{space 4}-.2052107{col 76}{space 3} .4102091
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.0284739{col 35}{space 2} .2890544{col 46}{space 1}   -0.10{col 55}{space 3}0.922{col 63}{space 4}-.5966631{col 76}{space 3} .5397154
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.2652128{col 35}{space 2} .2871037{col 46}{space 1}   -0.92{col 55}{space 3}0.356{col 63}{space 4}-.8295676{col 76}{space 3}  .299142
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .2083619{col 35}{space 2}  .341441{col 46}{space 1}    0.61{col 55}{space 3}0.542{col 63}{space 4}-.4628029{col 76}{space 3} .8795267
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.0128231{col 35}{space 2}  .204466{col 46}{space 1}   -0.06{col 55}{space 3}0.950{col 63}{space 4}-.4147384{col 76}{space 3} .3890922
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2769422{col 35}{space 2} .2434428{col 46}{space 1}   -1.14{col 55}{space 3}0.256{col 63}{space 4}-.7554736{col 76}{space 3} .2015892
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2961223{col 35}{space 2} .4222032{col 46}{space 1}   -0.70{col 55}{space 3}0.483{col 63}{space 4} -1.12604{col 76}{space 3} .5337953
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.1533844{col 35}{space 2} .3209614{col 46}{space 1}   -0.48{col 55}{space 3}0.633{col 63}{space 4}-.7842928{col 76}{space 3}  .477524
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3738578{col 35}{space 2} .1729532{col 46}{space 1}   -2.16{col 55}{space 3}0.031{col 63}{space 4} -.713829{col 76}{space 3}-.0338866
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2} .0221539{col 35}{space 2} .1890866{col 46}{space 1}    0.12{col 55}{space 3}0.907{col 63}{space 4}-.3495305{col 76}{space 3} .3938382
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.616537{col 35}{space 2} 1.155979{col 46}{space 1}    7.45{col 55}{space 3}0.000{col 63}{space 4} 6.344249{col 76}{space 3} 10.88882
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1900a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.407697{col 26}{space 2} .1099512{col 37}{space 1}   40.09{col 46}{space 3}0.000{col 54}{space 4} 4.191568{col 67}{space 3} 4.623826
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.616626{col 26}{space 2} .0347859{col 37}{space 1}  132.72{col 46}{space 3}0.000{col 54}{space 4} 4.548248{col 67}{space 3} 4.685004
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.739198{col 26}{space 2} .0198595{col 37}{space 1}  238.64{col 46}{space 3}0.000{col 54}{space 4}  4.70016{col 67}{space 3} 4.778235
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.775411{col 26}{space 2} .0295277{col 37}{space 1}  161.73{col 46}{space 3}0.000{col 54}{space 4} 4.717368{col 67}{space 3} 4.833453
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.725265{col 26}{space 2} .0449134{col 37}{space 1}  105.21{col 46}{space 3}0.000{col 54}{space 4}  4.63698{col 67}{space 3} 4.813551
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.588762{col 26}{space 2} .1065372{col 37}{space 1}   43.07{col 46}{space 3}0.000{col 54}{space 4} 4.379343{col 67}{space 3}  4.79818
{txt}{space 10}7  {c |}{col 14}{res}{space 2}   4.3659{col 26}{space 2} .2110347{col 37}{space 1}   20.69{col 46}{space 3}0.000{col 54}{space 4} 3.951073{col 67}{space 3} 4.780727
{txt}{space 10}8  {c |}{col 14}{res}{space 2}  4.05668{col 26}{space 2} .3540955{col 37}{space 1}   11.46{col 46}{space 3}0.000{col 54}{space 4} 3.360641{col 67}{space 3} 4.752719
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 3.661102{col 26}{space 2} .5346487{col 37}{space 1}    6.85{col 46}{space 3}0.000{col 54}{space 4} 2.610152{col 67}{space 3} 4.712051
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 3.179165{col 26}{space 2} .7523513{col 37}{space 1}    4.23{col 46}{space 3}0.000{col 54}{space 4} 1.700281{col 67}{space 3} 4.658049
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 2.610871{col 26}{space 2} 1.007064{col 37}{space 1}    2.59{col 46}{space 3}0.010{col 54}{space 4} .6313012{col 67}{space 3}  4.59044
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1900a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1900a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1900a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1800a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4615
                                                {txt}Root MSE          =    {res} .21657

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1800a {c |}{col 23}{res}{space 2} 3.152912{col 35}{space 2} 1.013178{col 46}{space 1}    3.11{col 55}{space 3}0.002{col 63}{space 4} 1.161326{col 76}{space 3} 5.144499
{txt}{space 13}msd1800a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1800a#c.msd1800a {c |}{col 23}{res}{space 2}-5.710642{col 35}{space 2} 1.982387{col 46}{space 1}   -2.88{col 55}{space 3}0.004{col 63}{space 4}-9.607386{col 76}{space 3}-1.813899
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1894694{col 35}{space 2} .0973537{col 46}{space 1}    1.95{col 55}{space 3}0.052{col 63}{space 4}-.0018972{col 76}{space 3}  .380836
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000828{col 35}{space 2} .0001261{col 46}{space 1}    0.66{col 55}{space 3}0.512{col 63}{space 4}-.0001651{col 76}{space 3} .0003306
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005221{col 35}{space 2} .0002871{col 46}{space 1}    1.82{col 55}{space 3}0.070{col 63}{space 4}-.0000422{col 76}{space 3} .0010864
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1226747{col 35}{space 2} .0690623{col 46}{space 1}   -1.78{col 55}{space 3}0.076{col 63}{space 4}-.2584294{col 76}{space 3} .0130799
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.05e-07{col 35}{space 2} 2.65e-07{col 46}{space 1}   -0.78{col 55}{space 3}0.439{col 63}{space 4}-7.26e-07{col 76}{space 3} 3.15e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0591407{col 35}{space 2}  .016923{col 46}{space 1}   -3.49{col 55}{space 3}0.001{col 63}{space 4}-.0924059{col 76}{space 3}-.0258755
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1369334{col 35}{space 2} .0582646{col 46}{space 1}   -2.35{col 55}{space 3}0.019{col 63}{space 4}-.2514632{col 76}{space 3}-.0224037
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0024797{col 35}{space 2} .0009947{col 46}{space 1}    2.49{col 55}{space 3}0.013{col 63}{space 4} .0005245{col 76}{space 3} .0044349
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2680818{col 35}{space 2}  .223087{col 46}{space 1}   -1.20{col 55}{space 3}0.230{col 63}{space 4}   -.7066{col 76}{space 3} .1704365
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4059042{col 35}{space 2} .0739362{col 46}{space 1}   -5.49{col 55}{space 3}0.000{col 63}{space 4}-.5512392{col 76}{space 3}-.2605691
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -.921035{col 35}{space 2} .0702175{col 46}{space 1}  -13.12{col 55}{space 3}0.000{col 63}{space 4} -1.05906{col 76}{space 3}-.7830096
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .1041471{col 35}{space 2} .2287629{col 46}{space 1}    0.46{col 55}{space 3}0.649{col 63}{space 4}-.3455282{col 76}{space 3} .5538224
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.1420748{col 35}{space 2} .2685841{col 46}{space 1}   -0.53{col 55}{space 3}0.597{col 63}{space 4} -.670026{col 76}{space 3} .3858764
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.3680028{col 35}{space 2} .1585286{col 46}{space 1}   -2.32{col 55}{space 3}0.021{col 63}{space 4}-.6796196{col 76}{space 3}-.0563859
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.1072934{col 35}{space 2} .3227539{col 46}{space 1}   -0.33{col 55}{space 3}0.740{col 63}{space 4}-.7417253{col 76}{space 3} .5271384
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.2210543{col 35}{space 2} .2672523{col 46}{space 1}   -0.83{col 55}{space 3}0.409{col 63}{space 4}-.7463876{col 76}{space 3}  .304279
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1153409{col 35}{space 2} .1571553{col 46}{space 1}    0.73{col 55}{space 3}0.463{col 63}{space 4}-.1935766{col 76}{space 3} .4242585
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2} .0007517{col 35}{space 2} .2855607{col 46}{space 1}    0.00{col 55}{space 3}0.998{col 63}{space 4}  -.56057{col 76}{space 3} .5620734
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.2259283{col 35}{space 2} .2830593{col 46}{space 1}   -0.80{col 55}{space 3}0.425{col 63}{space 4}-.7823332{col 76}{space 3} .3304765
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .2604372{col 35}{space 2} .3367806{col 46}{space 1}    0.77{col 55}{space 3}0.440{col 63}{space 4}-.4015667{col 76}{space 3} .9224411
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .0049514{col 35}{space 2} .2044385{col 46}{space 1}    0.02{col 55}{space 3}0.981{col 63}{space 4}-.3969099{col 76}{space 3} .4068127
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2} -.210952{col 35}{space 2} .2417408{col 46}{space 1}   -0.87{col 55}{space 3}0.383{col 63}{space 4}-.6861377{col 76}{space 3} .2642338
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2558991{col 35}{space 2} .4245524{col 46}{space 1}   -0.60{col 55}{space 3}0.547{col 63}{space 4}-1.090434{col 76}{space 3} .5786362
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} -.134306{col 35}{space 2} .3179367{col 46}{space 1}   -0.42{col 55}{space 3}0.673{col 63}{space 4}-.7592688{col 76}{space 3} .4906568
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3506413{col 35}{space 2} .1721628{col 46}{space 1}   -2.04{col 55}{space 3}0.042{col 63}{space 4}-.6890588{col 76}{space 3}-.0122238
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}  .042915{col 35}{space 2} .1889008{col 46}{space 1}    0.23{col 55}{space 3}0.820{col 63}{space 4} -.328404{col 76}{space 3} .4142341
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.385742{col 35}{space 2} 1.158279{col 46}{space 1}    7.24{col 55}{space 3}0.000{col 63}{space 4} 6.108932{col 76}{space 3} 10.66255
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1800a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.355217{col 26}{space 2} .1091998{col 37}{space 1}   39.88{col 46}{space 3}0.000{col 54}{space 4} 4.140565{col 67}{space 3} 4.569869
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.613402{col 26}{space 2} .0321953{col 37}{space 1}  143.29{col 46}{space 3}0.000{col 54}{space 4} 4.550116{col 67}{space 3} 4.676688
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.757374{col 26}{space 2} .0221967{col 37}{space 1}  214.33{col 46}{space 3}0.000{col 54}{space 4} 4.713742{col 67}{space 3} 4.801005
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.787133{col 26}{space 2} .0303732{col 37}{space 1}  157.61{col 46}{space 3}0.000{col 54}{space 4} 4.727429{col 67}{space 3} 4.846837
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.702679{col 26}{space 2} .0488587{col 37}{space 1}   96.25{col 46}{space 3}0.000{col 54}{space 4} 4.606638{col 67}{space 3}  4.79872
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.504013{col 26}{space 2} .1199142{col 37}{space 1}   37.56{col 46}{space 3}0.000{col 54}{space 4} 4.268299{col 67}{space 3} 4.739726
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.191133{col 26}{space 2} .2362704{col 37}{space 1}   17.74{col 46}{space 3}0.000{col 54}{space 4}   3.7267{col 67}{space 3} 4.655566
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 3.764041{col 26}{space 2} .3937969{col 37}{space 1}    9.56{col 46}{space 3}0.000{col 54}{space 4} 2.989961{col 67}{space 3} 4.538121
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 3.222736{col 26}{space 2}  .591544{col 37}{space 1}    5.45{col 46}{space 3}0.000{col 54}{space 4} 2.059948{col 67}{space 3} 4.385524
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.567218{col 26}{space 2} .8292091{col 37}{space 1}    3.10{col 46}{space 3}0.002{col 54}{space 4} .9372558{col 67}{space 3}  4.19718
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.797487{col 26}{space 2}  1.10667{col 37}{space 1}    1.62{col 46}{space 3}0.105{col 54}{space 4}-.3778747{col 67}{space 3} 3.972849
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1800a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1800a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1800a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1700a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4631
                                                {txt}Root MSE          =    {res} .21626

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1700a {c |}{col 23}{res}{space 2} 3.018802{col 35}{space 2} .9182619{col 46}{space 1}    3.29{col 55}{space 3}0.001{col 63}{space 4}  1.21379{col 76}{space 3} 4.823814
{txt}{space 13}msd1700a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1700a#c.msd1700a {c |}{col 23}{res}{space 2}-5.524218{col 35}{space 2}   1.8666{col 46}{space 1}   -2.96{col 55}{space 3}0.003{col 63}{space 4}-9.193363{col 76}{space 3}-1.855073
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .1829316{col 35}{space 2} .0972647{col 46}{space 1}    1.88{col 55}{space 3}0.061{col 63}{space 4}  -.00826{col 76}{space 3} .3741233
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0000823{col 35}{space 2} .0001262{col 46}{space 1}    0.65{col 55}{space 3}0.515{col 63}{space 4}-.0001658{col 76}{space 3} .0003304
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0004819{col 35}{space 2} .0002904{col 46}{space 1}    1.66{col 55}{space 3}0.098{col 63}{space 4} -.000089{col 76}{space 3} .0010527
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1161565{col 35}{space 2} .0697913{col 46}{space 1}   -1.66{col 55}{space 3}0.097{col 63}{space 4} -.253344{col 76}{space 3} .0210311
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.43e-07{col 35}{space 2} 2.64e-07{col 46}{space 1}   -0.92{col 55}{space 3}0.358{col 63}{space 4}-7.62e-07{col 76}{space 3} 2.76e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0567877{col 35}{space 2} .0171842{col 46}{space 1}   -3.30{col 55}{space 3}0.001{col 63}{space 4}-.0905665{col 76}{space 3} -.023009
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1328137{col 35}{space 2} .0586362{col 46}{space 1}   -2.27{col 55}{space 3}0.024{col 63}{space 4}-.2480739{col 76}{space 3}-.0175534
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0023843{col 35}{space 2} .0010018{col 46}{space 1}    2.38{col 55}{space 3}0.018{col 63}{space 4} .0004151{col 76}{space 3} .0043535
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2682129{col 35}{space 2} .2221218{col 46}{space 1}   -1.21{col 55}{space 3}0.228{col 63}{space 4} -.704834{col 76}{space 3} .1684082
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4026301{col 35}{space 2} .0746445{col 46}{space 1}   -5.39{col 55}{space 3}0.000{col 63}{space 4}-.5493575{col 76}{space 3}-.2559027
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2} -.917657{col 35}{space 2} .0704921{col 46}{space 1}  -13.02{col 55}{space 3}0.000{col 63}{space 4}-1.056222{col 76}{space 3}-.7790919
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .1001258{col 35}{space 2} .2281851{col 46}{space 1}    0.44{col 55}{space 3}0.661{col 63}{space 4}-.3484137{col 76}{space 3} .5486653
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}    -.144{col 35}{space 2} .2682391{col 46}{space 1}   -0.54{col 55}{space 3}0.592{col 63}{space 4} -.671273{col 76}{space 3} .3832731
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.3424594{col 35}{space 2} .1592987{col 46}{space 1}   -2.15{col 55}{space 3}0.032{col 63}{space 4}-.6555902{col 76}{space 3}-.0293287
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.0891249{col 35}{space 2}   .31947{col 46}{space 1}   -0.28{col 55}{space 3}0.780{col 63}{space 4}-.7171017{col 76}{space 3} .5388519
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.2436865{col 35}{space 2}  .261527{col 46}{space 1}   -0.93{col 55}{space 3}0.352{col 63}{space 4}-.7577656{col 76}{space 3} .2703925
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1162859{col 35}{space 2} .1562261{col 46}{space 1}    0.74{col 55}{space 3}0.457{col 63}{space 4}-.1908052{col 76}{space 3} .4233769
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.0440877{col 35}{space 2} .2783953{col 46}{space 1}   -0.16{col 55}{space 3}0.874{col 63}{space 4}-.5913246{col 76}{space 3} .5031492
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.2510936{col 35}{space 2} .2769921{col 46}{space 1}   -0.91{col 55}{space 3}0.365{col 63}{space 4}-.7955722{col 76}{space 3} .2933849
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .2435322{col 35}{space 2}  .330251{col 46}{space 1}    0.74{col 55}{space 3}0.461{col 63}{space 4}-.4056366{col 76}{space 3}  .892701
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.0003276{col 35}{space 2} .2020339{col 46}{space 1}   -0.00{col 55}{space 3}0.999{col 63}{space 4}-.3974622{col 76}{space 3}  .396807
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2069048{col 35}{space 2} .2420168{col 46}{space 1}   -0.85{col 55}{space 3}0.393{col 63}{space 4}-.6826331{col 76}{space 3} .2688236
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2817854{col 35}{space 2}  .424056{col 46}{space 1}   -0.66{col 55}{space 3}0.507{col 63}{space 4}-1.115345{col 76}{space 3} .5517742
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.1409218{col 35}{space 2} .3160689{col 46}{space 1}   -0.45{col 55}{space 3}0.656{col 63}{space 4} -.762213{col 76}{space 3} .4803695
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3430312{col 35}{space 2} .1715386{col 46}{space 1}   -2.00{col 55}{space 3}0.046{col 63}{space 4}-.6802217{col 76}{space 3}-.0058407
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2} .0373982{col 35}{space 2} .1877812{col 46}{space 1}    0.20{col 55}{space 3}0.842{col 63}{space 4}-.3317201{col 76}{space 3} .4065165
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2}  8.26538{col 35}{space 2} 1.180033{col 46}{space 1}    7.00{col 55}{space 3}0.000{col 63}{space 4}  5.94581{col 76}{space 3} 10.58495
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1700a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.370528{col 26}{space 2} .0973443{col 37}{space 1}   44.90{col 46}{space 3}0.000{col 54}{space 4}  4.17918{col 67}{space 3} 4.561876
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.617166{col 26}{space 2} .0291911{col 37}{space 1}  158.17{col 46}{space 3}0.000{col 54}{space 4} 4.559786{col 67}{space 3} 4.674546
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  4.75332{col 26}{space 2} .0204482{col 37}{space 1}  232.46{col 46}{space 3}0.000{col 54}{space 4} 4.713125{col 67}{space 3} 4.793514
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.778989{col 26}{space 2} .0274644{col 37}{space 1}  174.01{col 46}{space 3}0.000{col 54}{space 4} 4.725003{col 67}{space 3} 4.832975
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.694174{col 26}{space 2} .0529437{col 37}{space 1}   88.66{col 46}{space 3}0.000{col 54}{space 4} 4.590103{col 67}{space 3} 4.798244
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.498874{col 26}{space 2} .1259716{col 37}{space 1}   35.71{col 46}{space 3}0.000{col 54}{space 4} 4.251254{col 67}{space 3} 4.746495
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.193091{col 26}{space 2} .2400382{col 37}{space 1}   17.47{col 46}{space 3}0.000{col 54}{space 4} 3.721252{col 67}{space 3}  4.66493
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 3.776823{col 26}{space 2} .3925303{col 37}{space 1}    9.62{col 46}{space 3}0.000{col 54}{space 4} 3.005232{col 67}{space 3} 4.548413
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  3.25007{col 26}{space 2} .5827906{col 37}{space 1}    5.58{col 46}{space 3}0.000{col 54}{space 4} 2.104488{col 67}{space 3} 4.395651
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 2.612833{col 26}{space 2} .8105957{col 37}{space 1}    3.22{col 46}{space 3}0.001{col 54}{space 4} 1.019459{col 67}{space 3} 4.206207
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 1.865112{col 26}{space 2} 1.075852{col 37}{space 1}    1.73{col 46}{space 3}0.084{col 54}{space 4}-.2496711{col 67}{space 3} 3.979895
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1700a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1700a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1700a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1600a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4677
                                                {txt}Root MSE          =    {res} .21532

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1600a {c |}{col 23}{res}{space 2} 1.670603{col 35}{space 2} .4931704{col 46}{space 1}    3.39{col 55}{space 3}0.001{col 63}{space 4} .7011866{col 76}{space 3}  2.64002
{txt}{space 13}msd1600a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1600a#c.msd1600a {c |}{col 23}{res}{space 2}-2.238433{col 35}{space 2} .5558028{col 46}{space 1}   -4.03{col 55}{space 3}0.000{col 63}{space 4}-3.330965{col 76}{space 3}-1.145901
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2122668{col 35}{space 2} .0938205{col 46}{space 1}    2.26{col 55}{space 3}0.024{col 63}{space 4} .0278454{col 76}{space 3} .3966882
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001132{col 35}{space 2}  .000124{col 46}{space 1}    0.91{col 55}{space 3}0.362{col 63}{space 4}-.0001306{col 76}{space 3}  .000357
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005272{col 35}{space 2} .0002874{col 46}{space 1}    1.83{col 55}{space 3}0.067{col 63}{space 4}-.0000377{col 76}{space 3}  .001092
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1184069{col 35}{space 2}  .069252{col 46}{space 1}   -1.71{col 55}{space 3}0.088{col 63}{space 4}-.2545344{col 76}{space 3} .0177206
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.72e-07{col 35}{space 2} 2.62e-07{col 46}{space 1}   -1.04{col 55}{space 3}0.301{col 63}{space 4}-7.87e-07{col 76}{space 3} 2.43e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2} -.051741{col 35}{space 2} .0157541{col 46}{space 1}   -3.28{col 55}{space 3}0.001{col 63}{space 4}-.0827087{col 76}{space 3}-.0207734
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1064022{col 35}{space 2} .0592396{col 46}{space 1}   -1.80{col 55}{space 3}0.073{col 63}{space 4}-.2228484{col 76}{space 3}  .010044
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0018459{col 35}{space 2}  .001025{col 46}{space 1}    1.80{col 55}{space 3}0.072{col 63}{space 4} -.000169{col 76}{space 3} .0038608
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2039465{col 35}{space 2} .2291204{col 46}{space 1}   -0.89{col 55}{space 3}0.374{col 63}{space 4}-.6543245{col 76}{space 3} .2464315
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4377641{col 35}{space 2} .0712418{col 46}{space 1}   -6.14{col 55}{space 3}0.000{col 63}{space 4} -.577803{col 76}{space 3}-.2977253
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-.9181547{col 35}{space 2} .0692843{col 46}{space 1}  -13.25{col 55}{space 3}0.000{col 63}{space 4}-1.054346{col 76}{space 3}-.7819637
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .1270685{col 35}{space 2} .2303891{col 46}{space 1}    0.55{col 55}{space 3}0.582{col 63}{space 4}-.3258035{col 76}{space 3} .5799405
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.1326377{col 35}{space 2} .2672764{col 46}{space 1}   -0.50{col 55}{space 3}0.620{col 63}{space 4}-.6580183{col 76}{space 3} .3927429
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.2627423{col 35}{space 2} .1692863{col 46}{space 1}   -1.55{col 55}{space 3}0.121{col 63}{space 4}-.5955055{col 76}{space 3}  .070021
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} .0466403{col 35}{space 2} .3470471{col 46}{space 1}    0.13{col 55}{space 3}0.893{col 63}{space 4}-.6355442{col 76}{space 3} .7288249
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.1370778{col 35}{space 2} .2810413{col 46}{space 1}   -0.49{col 55}{space 3}0.626{col 63}{space 4}-.6895158{col 76}{space 3} .4153603
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1487489{col 35}{space 2} .1615681{col 46}{space 1}    0.92{col 55}{space 3}0.358{col 63}{space 4}-.1688427{col 76}{space 3} .4663405
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2} .1141153{col 35}{space 2}  .303512{col 46}{space 1}    0.38{col 55}{space 3}0.707{col 63}{space 4}-.4824931{col 76}{space 3} .7107237
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.1375867{col 35}{space 2} .2971435{col 46}{space 1}   -0.46{col 55}{space 3}0.644{col 63}{space 4}-.7216766{col 76}{space 3} .4465032
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .3527377{col 35}{space 2} .3531073{col 46}{space 1}    1.00{col 55}{space 3}0.318{col 63}{space 4}-.3413593{col 76}{space 3} 1.046835
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .0555585{col 35}{space 2} .2078119{col 46}{space 1}    0.27{col 55}{space 3}0.789{col 63}{space 4}-.3529338{col 76}{space 3} .4640508
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.4152753{col 35}{space 2} .2777115{col 46}{space 1}   -1.50{col 55}{space 3}0.136{col 63}{space 4}-.9611681{col 76}{space 3} .1306175
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2344101{col 35}{space 2} .4257631{col 46}{space 1}   -0.55{col 55}{space 3}0.582{col 63}{space 4}-1.071325{col 76}{space 3}  .602505
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.0257785{col 35}{space 2} .3336973{col 46}{space 1}   -0.08{col 55}{space 3}0.938{col 63}{space 4}-.6817217{col 76}{space 3} .6301646
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.2810153{col 35}{space 2} .1804247{col 46}{space 1}   -1.56{col 55}{space 3}0.120{col 63}{space 4}-.6356729{col 76}{space 3} .0736424
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}  .086607{col 35}{space 2} .1916383{col 46}{space 1}    0.45{col 55}{space 3}0.652{col 63}{space 4} -.290093{col 76}{space 3} .4633071
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.066295{col 35}{space 2} 1.101746{col 46}{space 1}    7.32{col 55}{space 3}0.000{col 63}{space 4} 5.900611{col 76}{space 3} 10.23198
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1600a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.489145{col 26}{space 2} .0708479{col 37}{space 1}   63.36{col 46}{space 3}0.000{col 54}{space 4}  4.34988{col 67}{space 3} 4.628409
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.633821{col 26}{space 2} .0285435{col 37}{space 1}  162.34{col 46}{space 3}0.000{col 54}{space 4} 4.577713{col 67}{space 3} 4.689928
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.733728{col 26}{space 2} .0128003{col 37}{space 1}  369.81{col 46}{space 3}0.000{col 54}{space 4} 4.708567{col 67}{space 3} 4.758889
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.788867{col 26}{space 2} .0305948{col 37}{space 1}  156.53{col 46}{space 3}0.000{col 54}{space 4} 4.728727{col 67}{space 3} 4.849006
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.799237{col 26}{space 2}  .041737{col 37}{space 1}  114.99{col 46}{space 3}0.000{col 54}{space 4} 4.717195{col 67}{space 3} 4.881279
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.764838{col 26}{space 2} .0439743{col 37}{space 1}  108.36{col 46}{space 3}0.000{col 54}{space 4} 4.678399{col 67}{space 3} 4.851278
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.685671{col 26}{space 2} .0400598{col 37}{space 1}  116.97{col 46}{space 3}0.000{col 54}{space 4} 4.606926{col 67}{space 3} 4.764416
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.561735{col 26}{space 2} .0398748{col 37}{space 1}  114.40{col 46}{space 3}0.000{col 54}{space 4} 4.483354{col 67}{space 3} 4.640116
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  4.39303{col 26}{space 2} .0588698{col 37}{space 1}   74.62{col 46}{space 3}0.000{col 54}{space 4} 4.277311{col 67}{space 3} 4.508749
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.179557{col 26}{space 2}  .097721{col 37}{space 1}   42.77{col 46}{space 3}0.000{col 54}{space 4} 3.987468{col 67}{space 3} 4.371645
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 3.921315{col 26}{space 2} .1513286{col 37}{space 1}   25.91{col 46}{space 3}0.000{col 54}{space 4} 3.623851{col 67}{space 3} 4.218779
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1600a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1600a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1600a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1500a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4673
                                                {txt}Root MSE          =    {res} .21541

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1500a {c |}{col 23}{res}{space 2} 1.457553{col 35}{space 2} .4472215{col 46}{space 1}    3.26{col 55}{space 3}0.001{col 63}{space 4} .5784578{col 76}{space 3} 2.336649
{txt}{space 13}msd1500a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1500a#c.msd1500a {c |}{col 23}{res}{space 2} -2.14285{col 35}{space 2} .5259914{col 46}{space 1}   -4.07{col 55}{space 3}0.000{col 63}{space 4}-3.176782{col 76}{space 3}-1.108917
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2139176{col 35}{space 2} .0936897{col 46}{space 1}    2.28{col 55}{space 3}0.023{col 63}{space 4} .0297535{col 76}{space 3} .3980818
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001171{col 35}{space 2} .0001245{col 46}{space 1}    0.94{col 55}{space 3}0.348{col 63}{space 4}-.0001277{col 76}{space 3} .0003618
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005218{col 35}{space 2} .0002858{col 46}{space 1}    1.83{col 55}{space 3}0.069{col 63}{space 4}  -.00004{col 76}{space 3} .0010837
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1337216{col 35}{space 2} .0693312{col 46}{space 1}   -1.93{col 55}{space 3}0.054{col 63}{space 4}-.2700048{col 76}{space 3} .0025617
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.25e-07{col 35}{space 2} 2.61e-07{col 46}{space 1}   -0.86{col 55}{space 3}0.388{col 63}{space 4}-7.38e-07{col 76}{space 3} 2.87e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0548617{col 35}{space 2} .0156141{col 46}{space 1}   -3.51{col 55}{space 3}0.000{col 63}{space 4}-.0855541{col 76}{space 3}-.0241694
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1024972{col 35}{space 2}  .059597{col 46}{space 1}   -1.72{col 55}{space 3}0.086{col 63}{space 4} -.219646{col 76}{space 3} .0146516
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0017958{col 35}{space 2} .0010316{col 46}{space 1}    1.74{col 55}{space 3}0.082{col 63}{space 4} -.000232{col 76}{space 3} .0038235
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2090051{col 35}{space 2} .2282599{col 46}{space 1}   -0.92{col 55}{space 3}0.360{col 63}{space 4}-.6576918{col 76}{space 3} .2396815
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4368576{col 35}{space 2} .0715136{col 46}{space 1}   -6.11{col 55}{space 3}0.000{col 63}{space 4}-.5774306{col 76}{space 3}-.2962846
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-.9292717{col 35}{space 2} .0689713{col 46}{space 1}  -13.47{col 55}{space 3}0.000{col 63}{space 4}-1.064847{col 76}{space 3} -.793696
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .1067991{col 35}{space 2}  .227888{col 46}{space 1}    0.47{col 55}{space 3}0.640{col 63}{space 4}-.3411565{col 76}{space 3} .5547546
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.1416845{col 35}{space 2} .2656577{col 46}{space 1}   -0.53{col 55}{space 3}0.594{col 63}{space 4}-.6638832{col 76}{space 3} .3805142
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.3108615{col 35}{space 2}  .166949{col 46}{space 1}   -1.86{col 55}{space 3}0.063{col 63}{space 4}-.6390302{col 76}{space 3} .0173073
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} .0429207{col 35}{space 2} .3473823{col 46}{space 1}    0.12{col 55}{space 3}0.902{col 63}{space 4}-.6399228{col 76}{space 3} .7257643
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2} -.127555{col 35}{space 2} .2800517{col 46}{space 1}   -0.46{col 55}{space 3}0.649{col 63}{space 4}-.6780478{col 76}{space 3} .4229378
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1300468{col 35}{space 2} .1616983{col 46}{space 1}    0.80{col 55}{space 3}0.422{col 63}{space 4}-.1878007{col 76}{space 3} .4478944
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2} .1417878{col 35}{space 2} .3048478{col 46}{space 1}    0.47{col 55}{space 3}0.642{col 63}{space 4}-.4574462{col 76}{space 3} .7410218
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.1248894{col 35}{space 2} .2965909{col 46}{space 1}   -0.42{col 55}{space 3}0.674{col 63}{space 4}-.7078931{col 76}{space 3} .4581142
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .3619565{col 35}{space 2} .3520937{col 46}{space 1}    1.03{col 55}{space 3}0.305{col 63}{space 4}-.3301482{col 76}{space 3} 1.054061
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .0425133{col 35}{space 2} .2073673{col 46}{space 1}    0.21{col 55}{space 3}0.838{col 63}{space 4} -.365105{col 76}{space 3} .4501316
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.4025386{col 35}{space 2} .2745416{col 46}{space 1}   -1.47{col 55}{space 3}0.143{col 63}{space 4}-.9422002{col 76}{space 3} .1371231
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.1710487{col 35}{space 2} .4236539{col 46}{space 1}   -0.40{col 55}{space 3}0.687{col 63}{space 4}-1.003818{col 76}{space 3} .6617205
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .0316496{col 35}{space 2} .3344963{col 46}{space 1}    0.09{col 55}{space 3}0.925{col 63}{space 4}-.6258642{col 76}{space 3} .6891633
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3085767{col 35}{space 2} .1781843{col 46}{space 1}   -1.73{col 55}{space 3}0.084{col 63}{space 4}-.6588305{col 76}{space 3} .0416771
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2} .0921932{col 35}{space 2} .1914417{col 46}{space 1}    0.48{col 55}{space 3}0.630{col 63}{space 4}-.2841204{col 76}{space 3} .4685068
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.315793{col 35}{space 2} 1.087569{col 46}{space 1}    7.65{col 55}{space 3}0.000{col 63}{space 4} 6.177978{col 76}{space 3} 10.45361
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1500a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.520819{col 26}{space 2} .0660211{col 37}{space 1}   68.48{col 46}{space 3}0.000{col 54}{space 4} 4.391042{col 67}{space 3} 4.650595
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.645146{col 26}{space 2} .0280381{col 37}{space 1}  165.67{col 46}{space 3}0.000{col 54}{space 4} 4.590032{col 67}{space 3} 4.700259
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.726615{col 26}{space 2} .0115799{col 37}{space 1}  408.18{col 46}{space 3}0.000{col 54}{space 4} 4.703853{col 67}{space 3} 4.749378
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.765228{col 26}{space 2} .0250431{col 37}{space 1}  190.28{col 46}{space 3}0.000{col 54}{space 4} 4.716001{col 67}{space 3} 4.814455
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.760984{col 26}{space 2} .0339679{col 37}{space 1}  140.16{col 46}{space 3}0.000{col 54}{space 4} 4.694214{col 67}{space 3} 4.827754
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.713883{col 26}{space 2} .0355887{col 37}{space 1}  132.45{col 46}{space 3}0.000{col 54}{space 4} 4.643927{col 67}{space 3} 4.783839
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.623925{col 26}{space 2} .0343781{col 37}{space 1}  134.50{col 46}{space 3}0.000{col 54}{space 4} 4.556348{col 67}{space 3} 4.691501
{txt}{space 10}8  {c |}{col 14}{res}{space 2}  4.49111{col 26}{space 2} .0421926{col 37}{space 1}  106.44{col 46}{space 3}0.000{col 54}{space 4} 4.408172{col 67}{space 3} 4.574047
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.315438{col 26}{space 2} .0678684{col 37}{space 1}   63.59{col 46}{space 3}0.000{col 54}{space 4}  4.18203{col 67}{space 3} 4.448845
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.096909{col 26}{space 2} .1089406{col 37}{space 1}   37.61{col 46}{space 3}0.000{col 54}{space 4} 3.882766{col 67}{space 3} 4.311051
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 3.835522{col 26}{space 2} .1625993{col 37}{space 1}   23.59{col 46}{space 3}0.000{col 54}{space 4} 3.515904{col 67}{space 3} 4.155141
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1500a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1500a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1500a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1400a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       445
                                                {txt}{help j_robustsingular:F(25, 416) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4672
                                                {txt}Root MSE          =    {res} .21542

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1400a {c |}{col 23}{res}{space 2} 1.470519{col 35}{space 2} .4321628{col 46}{space 1}    3.40{col 55}{space 3}0.001{col 63}{space 4} .6210238{col 76}{space 3} 2.320014
{txt}{space 13}msd1400a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1400a#c.msd1400a {c |}{col 23}{res}{space 2}-2.253912{col 35}{space 2} .5271125{col 46}{space 1}   -4.28{col 55}{space 3}0.000{col 63}{space 4}-3.290048{col 76}{space 3}-1.217776
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2033259{col 35}{space 2} .0938713{col 46}{space 1}    2.17{col 55}{space 3}0.031{col 63}{space 4} .0188047{col 76}{space 3} .3878471
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2}  .000116{col 35}{space 2} .0001248{col 46}{space 1}    0.93{col 55}{space 3}0.353{col 63}{space 4}-.0001294{col 76}{space 3} .0003614
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005557{col 35}{space 2} .0002864{col 46}{space 1}    1.94{col 55}{space 3}0.053{col 63}{space 4}-7.26e-06{col 76}{space 3} .0011186
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1360476{col 35}{space 2} .0692505{col 46}{space 1}   -1.96{col 55}{space 3}0.050{col 63}{space 4} -.272172{col 76}{space 3} .0000769
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-2.09e-07{col 35}{space 2} 2.61e-07{col 46}{space 1}   -0.80{col 55}{space 3}0.424{col 63}{space 4}-7.21e-07{col 76}{space 3} 3.04e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0529965{col 35}{space 2} .0158297{col 46}{space 1}   -3.35{col 55}{space 3}0.001{col 63}{space 4}-.0841126{col 76}{space 3}-.0218803
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.0970119{col 35}{space 2} .0598378{col 46}{space 1}   -1.62{col 55}{space 3}0.106{col 63}{space 4}-.2146341{col 76}{space 3} .0206104
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0016783{col 35}{space 2} .0010358{col 46}{space 1}    1.62{col 55}{space 3}0.106{col 63}{space 4}-.0003578{col 76}{space 3} .0037144
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2062991{col 35}{space 2} .2277978{col 46}{space 1}   -0.91{col 55}{space 3}0.366{col 63}{space 4}-.6540773{col 76}{space 3} .2414792
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4355152{col 35}{space 2} .0713735{col 46}{space 1}   -6.10{col 55}{space 3}0.000{col 63}{space 4}-.5758129{col 76}{space 3}-.2952176
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-.9350809{col 35}{space 2} .0694246{col 46}{space 1}  -13.47{col 55}{space 3}0.000{col 63}{space 4}-1.071548{col 76}{space 3}-.7986142
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} .1051848{col 35}{space 2} .2275086{col 46}{space 1}    0.46{col 55}{space 3}0.644{col 63}{space 4}-.3420249{col 76}{space 3} .5523945
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2} -.139538{col 35}{space 2} .2658472{col 46}{space 1}   -0.52{col 55}{space 3}0.600{col 63}{space 4}-.6621094{col 76}{space 3} .3830333
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.2933168{col 35}{space 2} .1668979{col 46}{space 1}   -1.76{col 55}{space 3}0.080{col 63}{space 4}-.6213851{col 76}{space 3} .0347515
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2} .0725328{col 35}{space 2} .3429754{col 46}{space 1}    0.21{col 55}{space 3}0.833{col 63}{space 4} -.601648{col 76}{space 3} .7467137
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.1193613{col 35}{space 2} .2781386{col 46}{space 1}   -0.43{col 55}{space 3}0.668{col 63}{space 4}-.6660936{col 76}{space 3}  .427371
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .1369811{col 35}{space 2} .1613064{col 46}{space 1}    0.85{col 55}{space 3}0.396{col 63}{space 4}-.1800961{col 76}{space 3} .4540582
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2} .1673139{col 35}{space 2}  .304073{col 46}{space 1}    0.55{col 55}{space 3}0.582{col 63}{space 4}-.4303973{col 76}{space 3}  .765025
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.1022848{col 35}{space 2} .2955806{col 46}{space 1}   -0.35{col 55}{space 3}0.729{col 63}{space 4}-.6833024{col 76}{space 3} .4787329
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .3623256{col 35}{space 2} .3494875{col 46}{space 1}    1.04{col 55}{space 3}0.300{col 63}{space 4} -.324656{col 76}{space 3} 1.049307
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2} .0430183{col 35}{space 2} .2081529{col 46}{space 1}    0.21{col 55}{space 3}0.836{col 63}{space 4}-.3661442{col 76}{space 3} .4521808
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.3916187{col 35}{space 2} .2733692{col 46}{space 1}   -1.43{col 55}{space 3}0.153{col 63}{space 4}-.9289759{col 76}{space 3} .1457384
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2007856{col 35}{space 2} .4207814{col 46}{space 1}   -0.48{col 55}{space 3}0.633{col 63}{space 4}-1.027908{col 76}{space 3} .6263373
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} .0286188{col 35}{space 2}  .332702{col 46}{space 1}    0.09{col 55}{space 3}0.931{col 63}{space 4}-.6253678{col 76}{space 3} .6826054
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.2968001{col 35}{space 2} .1779445{col 46}{space 1}   -1.67{col 55}{space 3}0.096{col 63}{space 4}-.6465826{col 76}{space 3} .0529824
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2} .0897259{col 35}{space 2} .1913909{col 46}{space 1}    0.47{col 55}{space 3}0.639{col 63}{space 4}-.2864879{col 76}{space 3} .4659398
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.252336{col 35}{space 2} 1.100308{col 46}{space 1}    7.50{col 55}{space 3}0.000{col 63}{space 4}  6.08948{col 76}{space 3} 10.41519
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       445
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1400a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.527919{col 26}{space 2} .0607291{col 37}{space 1}   74.56{col 46}{space 3}0.000{col 54}{space 4} 4.408544{col 67}{space 3} 4.647293
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.652431{col 26}{space 2} .0245985{col 37}{space 1}  189.13{col 46}{space 3}0.000{col 54}{space 4} 4.604078{col 67}{space 3} 4.700784
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.731866{col 26}{space 2} .0126173{col 37}{space 1}  375.03{col 46}{space 3}0.000{col 54}{space 4} 4.707064{col 67}{space 3} 4.756668
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.766222{col 26}{space 2} .0260092{col 37}{space 1}  183.25{col 46}{space 3}0.000{col 54}{space 4} 4.715096{col 67}{space 3} 4.817348
{txt}{space 10}5  {c |}{col 14}{res}{space 2}   4.7555{col 26}{space 2}   .03391{col 37}{space 1}  140.24{col 46}{space 3}0.000{col 54}{space 4} 4.688844{col 67}{space 3} 4.822157
{txt}{space 10}6  {c |}{col 14}{res}{space 2}   4.6997{col 26}{space 2} .0352027{col 37}{space 1}  133.50{col 46}{space 3}0.000{col 54}{space 4} 4.630503{col 67}{space 3} 4.768897
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.598821{col 26}{space 2} .0356529{col 37}{space 1}  128.99{col 46}{space 3}0.000{col 54}{space 4} 4.528739{col 67}{space 3} 4.668904
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.452865{col 26}{space 2} .0473187{col 37}{space 1}   94.10{col 46}{space 3}0.000{col 54}{space 4} 4.359851{col 67}{space 3} 4.545878
{txt}{space 10}9  {c |}{col 14}{res}{space 2}  4.26183{col 26}{space 2} .0761794{col 37}{space 1}   55.94{col 46}{space 3}0.000{col 54}{space 4} 4.112085{col 67}{space 3} 4.411574
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.025717{col 26}{space 2}  .119545{col 37}{space 1}   33.68{col 46}{space 3}0.000{col 54}{space 4} 3.790729{col 67}{space 3} 4.260704
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 3.744525{col 26}{space 2} .1752031{col 37}{space 1}   21.37{col 46}{space 3}0.000{col 54}{space 4} 3.400131{col 67}{space 3} 4.088919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1400a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1400a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1400a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1300a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       438
                                                {txt}{help j_robustsingular:F(25, 409) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4625
                                                {txt}Root MSE          =    {res} .21303

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1300a {c |}{col 23}{res}{space 2} .8761007{col 35}{space 2} .3025461{col 46}{space 1}    2.90{col 55}{space 3}0.004{col 63}{space 4} .2813612{col 76}{space 3}  1.47084
{txt}{space 13}msd1300a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1300a#c.msd1300a {c |}{col 23}{res}{space 2} -1.21472{col 35}{space 2} .3810205{col 46}{space 1}   -3.19{col 55}{space 3}0.002{col 63}{space 4}-1.963723{col 76}{space 3}-.4657175
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2020267{col 35}{space 2} .0964845{col 46}{space 1}    2.09{col 55}{space 3}0.037{col 63}{space 4} .0123592{col 76}{space 3} .3916941
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2}  .000088{col 35}{space 2} .0001246{col 46}{space 1}    0.71{col 55}{space 3}0.481{col 63}{space 4} -.000157{col 76}{space 3}  .000333
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005757{col 35}{space 2} .0002774{col 46}{space 1}    2.08{col 55}{space 3}0.039{col 63}{space 4} .0000303{col 76}{space 3}  .001121
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1069978{col 35}{space 2} .0698845{col 46}{space 1}   -1.53{col 55}{space 3}0.127{col 63}{space 4}-.2443753{col 76}{space 3} .0303798
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-1.50e-07{col 35}{space 2} 2.64e-07{col 46}{space 1}   -0.57{col 55}{space 3}0.571{col 63}{space 4}-6.69e-07{col 76}{space 3} 3.69e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0537234{col 35}{space 2} .0164624{col 46}{space 1}   -3.26{col 55}{space 3}0.001{col 63}{space 4} -.086085{col 76}{space 3}-.0213618
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1183723{col 35}{space 2} .0583943{col 46}{space 1}   -2.03{col 55}{space 3}0.043{col 63}{space 4}-.2331627{col 76}{space 3}-.0035819
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0021095{col 35}{space 2} .0009958{col 46}{space 1}    2.12{col 55}{space 3}0.035{col 63}{space 4} .0001519{col 76}{space 3} .0040671
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.2609813{col 35}{space 2} .2205983{col 46}{space 1}   -1.18{col 55}{space 3}0.237{col 63}{space 4}-.6946292{col 76}{space 3} .1726666
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.3899017{col 35}{space 2} .0735732{col 46}{space 1}   -5.30{col 55}{space 3}0.000{col 63}{space 4}-.5345305{col 76}{space 3}-.2452728
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-.9432736{col 35}{space 2}   .07023{col 46}{space 1}  -13.43{col 55}{space 3}0.000{col 63}{space 4}-1.081331{col 76}{space 3}-.8052167
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}  .060083{col 35}{space 2} .2234804{col 46}{space 1}    0.27{col 55}{space 3}0.788{col 63}{space 4}-.3792305{col 76}{space 3} .4993965
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.1623858{col 35}{space 2} .2646187{col 46}{space 1}   -0.61{col 55}{space 3}0.540{col 63}{space 4}-.6825681{col 76}{space 3} .3577965
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.3240273{col 35}{space 2} .1581327{col 46}{space 1}   -2.05{col 55}{space 3}0.041{col 63}{space 4}-.6348815{col 76}{space 3}-.0131731
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.0687764{col 35}{space 2} .3083633{col 46}{space 1}   -0.22{col 55}{space 3}0.824{col 63}{space 4}-.6749512{col 76}{space 3} .5373983
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.2427821{col 35}{space 2} .2533873{col 46}{space 1}   -0.96{col 55}{space 3}0.339{col 63}{space 4} -.740886{col 76}{space 3} .2553217
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .0994355{col 35}{space 2}  .154595{col 46}{space 1}    0.64{col 55}{space 3}0.520{col 63}{space 4}-.2044644{col 76}{space 3} .4033354
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2} .0174225{col 35}{space 2} .2774315{col 46}{space 1}    0.06{col 55}{space 3}0.950{col 63}{space 4} -.527947{col 76}{space 3} .5627921
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.2035689{col 35}{space 2} .2712626{col 46}{space 1}   -0.75{col 55}{space 3}0.453{col 63}{space 4}-.7368119{col 76}{space 3}  .329674
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} .2127678{col 35}{space 2} .3223326{col 46}{space 1}    0.66{col 55}{space 3}0.510{col 63}{space 4}-.4208674{col 76}{space 3}  .846403
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.0032294{col 35}{space 2}  .200572{col 46}{space 1}   -0.02{col 55}{space 3}0.987{col 63}{space 4}-.3975101{col 76}{space 3} .3910513
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.0722648{col 35}{space 2} .2216926{col 46}{space 1}   -0.33{col 55}{space 3}0.745{col 63}{space 4}-.5080638{col 76}{space 3} .3635343
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.2238138{col 35}{space 2} .4150042{col 46}{space 1}   -0.54{col 55}{space 3}0.590{col 63}{space 4}-1.039621{col 76}{space 3} .5919936
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.0572003{col 35}{space 2}  .313466{col 46}{space 1}   -0.18{col 55}{space 3}0.855{col 63}{space 4}-.6734058{col 76}{space 3} .5590053
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.3381832{col 35}{space 2} .1701518{col 46}{space 1}   -1.99{col 55}{space 3}0.048{col 63}{space 4}-.6726644{col 76}{space 3} -.003702
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2} .0380684{col 35}{space 2} .1861986{col 46}{space 1}    0.20{col 55}{space 3}0.838{col 63}{space 4}-.3279572{col 76}{space 3}  .404094
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.219884{col 35}{space 2} 1.115986{col 46}{space 1}    7.37{col 55}{space 3}0.000{col 63}{space 4} 6.026101{col 76}{space 3} 10.41367
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       438
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1300a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.603275{col 26}{space 2} .0450181{col 37}{space 1}  102.25{col 46}{space 3}0.000{col 54}{space 4} 4.514779{col 67}{space 3} 4.691771
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.678738{col 26}{space 2} .0218516{col 37}{space 1}  214.11{col 46}{space 3}0.000{col 54}{space 4} 4.635783{col 67}{space 3} 4.721693
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.729907{col 26}{space 2} .0137967{col 37}{space 1}  342.83{col 46}{space 3}0.000{col 54}{space 4} 4.702785{col 67}{space 3} 4.757028
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.756781{col 26}{space 2} .0195591{col 37}{space 1}  243.20{col 46}{space 3}0.000{col 54}{space 4} 4.718332{col 67}{space 3} 4.795229
{txt}{space 10}5  {c |}{col 14}{res}{space 2}  4.75936{col 26}{space 2} .0248975{col 37}{space 1}  191.16{col 46}{space 3}0.000{col 54}{space 4} 4.710417{col 67}{space 3} 4.808303
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.737645{col 26}{space 2} .0285751{col 37}{space 1}  165.80{col 46}{space 3}0.000{col 54}{space 4} 4.681473{col 67}{space 3} 4.793818
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.691636{col 26}{space 2} .0351443{col 37}{space 1}  133.50{col 46}{space 3}0.000{col 54}{space 4}  4.62255{col 67}{space 3} 4.760722
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.621333{col 26}{space 2} .0498668{col 37}{space 1}   92.67{col 46}{space 3}0.000{col 54}{space 4} 4.523306{col 67}{space 3}  4.71936
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.526735{col 26}{space 2} .0743688{col 37}{space 1}   60.87{col 46}{space 3}0.000{col 54}{space 4} 4.380542{col 67}{space 3} 4.672928
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.407842{col 26}{space 2} .1080514{col 37}{space 1}   40.79{col 46}{space 3}0.000{col 54}{space 4} 4.195437{col 67}{space 3} 4.620248
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.264655{col 26}{space 2} .1502536{col 37}{space 1}   28.38{col 46}{space 3}0.000{col 54}{space 4}  3.96929{col 67}{space 3} 4.560021
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1300a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1300a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1300a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1200a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       422
                                                {txt}{help j_robustsingular:F(25, 393) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4482
                                                {txt}Root MSE          =    {res} .21335

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1200a {c |}{col 23}{res}{space 2} .4709304{col 35}{space 2} .2947254{col 46}{space 1}    1.60{col 55}{space 3}0.111{col 63}{space 4}-.1085051{col 76}{space 3} 1.050366
{txt}{space 13}msd1200a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1200a#c.msd1200a {c |}{col 23}{res}{space 2}-.7065891{col 35}{space 2} .3849533{col 46}{space 1}   -1.84{col 55}{space 3}0.067{col 63}{space 4}-1.463414{col 76}{space 3} .0502363
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2184817{col 35}{space 2} .0980759{col 46}{space 1}    2.23{col 55}{space 3}0.026{col 63}{space 4} .0256627{col 76}{space 3} .4113007
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001153{col 35}{space 2}  .000125{col 46}{space 1}    0.92{col 55}{space 3}0.357{col 63}{space 4}-.0001305{col 76}{space 3}  .000361
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0004678{col 35}{space 2} .0002692{col 46}{space 1}    1.74{col 55}{space 3}0.083{col 63}{space 4}-.0000614{col 76}{space 3} .0009971
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1138324{col 35}{space 2} .0716132{col 46}{space 1}   -1.59{col 55}{space 3}0.113{col 63}{space 4}-.2546253{col 76}{space 3} .0269605
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-1.90e-07{col 35}{space 2} 2.77e-07{col 46}{space 1}   -0.69{col 55}{space 3}0.494{col 63}{space 4}-7.35e-07{col 76}{space 3} 3.55e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0490371{col 35}{space 2} .0171495{col 46}{space 1}   -2.86{col 55}{space 3}0.004{col 63}{space 4}-.0827534{col 76}{space 3}-.0153208
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1392567{col 35}{space 2} .0612586{col 46}{space 1}   -2.27{col 55}{space 3}0.024{col 63}{space 4}-.2596923{col 76}{space 3}-.0188211
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0025227{col 35}{space 2} .0010547{col 46}{space 1}    2.39{col 55}{space 3}0.017{col 63}{space 4} .0004491{col 76}{space 3} .0045964
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.4038862{col 35}{space 2} .2260263{col 46}{space 1}   -1.79{col 55}{space 3}0.075{col 63}{space 4}-.8482582{col 76}{space 3} .0404857
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4145022{col 35}{space 2} .0759574{col 46}{space 1}   -5.46{col 55}{space 3}0.000{col 63}{space 4}-.5638359{col 76}{space 3}-.2651686
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-.9774027{col 35}{space 2}  .070593{col 46}{space 1}  -13.85{col 55}{space 3}0.000{col 63}{space 4} -1.11619{col 76}{space 3}-.8386155
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2}-.0415808{col 35}{space 2} .2278387{col 46}{space 1}   -0.18{col 55}{space 3}0.855{col 63}{space 4}-.4895159{col 76}{space 3} .4063542
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.2235724{col 35}{space 2} .2653021{col 46}{space 1}   -0.84{col 55}{space 3}0.400{col 63}{space 4}-.7451612{col 76}{space 3} .2980165
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.4105204{col 35}{space 2} .1657465{col 46}{space 1}   -2.48{col 55}{space 3}0.014{col 63}{space 4}-.7363811{col 76}{space 3}-.0846596
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.3092131{col 35}{space 2} .3305224{col 46}{space 1}   -0.94{col 55}{space 3}0.350{col 63}{space 4}-.9590262{col 76}{space 3} .3406001
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.4476031{col 35}{space 2} .2599551{col 46}{space 1}   -1.72{col 55}{space 3}0.086{col 63}{space 4}-.9586798{col 76}{space 3} .0634735
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2} .0039731{col 35}{space 2} .1592381{col 46}{space 1}    0.02{col 55}{space 3}0.980{col 63}{space 4}-.3090919{col 76}{space 3} .3170381
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}-.1843528{col 35}{space 2} .2879357{col 46}{space 1}   -0.64{col 55}{space 3}0.522{col 63}{space 4}-.7504397{col 76}{space 3} .3817341
{txt}{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}-.3580451{col 35}{space 2} .2792041{col 46}{space 1}   -1.28{col 55}{space 3}0.200{col 63}{space 4}-.9069655{col 76}{space 3} .1908754
{txt}{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.0795358{col 35}{space 2} .3301134{col 46}{space 1}   -0.24{col 55}{space 3}0.810{col 63}{space 4}-.7285449{col 76}{space 3} .5694733
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.1223337{col 35}{space 2} .1995583{col 46}{space 1}   -0.61{col 55}{space 3}0.540{col 63}{space 4} -.514669{col 76}{space 3} .2700016
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.1841743{col 35}{space 2} .2336312{col 46}{space 1}   -0.79{col 55}{space 3}0.431{col 63}{space 4}-.6434975{col 76}{space 3} .2751489
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.3587657{col 35}{space 2} .4141038{col 46}{space 1}   -0.87{col 55}{space 3}0.387{col 63}{space 4}-1.172901{col 76}{space 3}   .45537
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.2747571{col 35}{space 2} .3162016{col 46}{space 1}   -0.87{col 55}{space 3}0.385{col 63}{space 4}-.8964153{col 76}{space 3} .3469011
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2} -.465913{col 35}{space 2} .1761117{col 46}{space 1}   -2.65{col 55}{space 3}0.008{col 63}{space 4}-.8121518{col 76}{space 3}-.1196741
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.0680483{col 35}{space 2} .1897726{col 46}{space 1}   -0.36{col 55}{space 3}0.720{col 63}{space 4}-.4411449{col 76}{space 3} .3050482
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.227456{col 35}{space 2} 1.159637{col 46}{space 1}    7.09{col 55}{space 3}0.000{col 63}{space 4} 5.947587{col 76}{space 3} 10.50732
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       422
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1200a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.665296{col 26}{space 2} .0403907{col 37}{space 1}  115.50{col 46}{space 3}0.000{col 54}{space 4} 4.585887{col 67}{space 3} 4.744705
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.705323{col 26}{space 2} .0187991{col 37}{space 1}  250.29{col 46}{space 3}0.000{col 54}{space 4} 4.668364{col 67}{space 3} 4.742283
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.731218{col 26}{space 2} .0145534{col 37}{space 1}  325.09{col 46}{space 3}0.000{col 54}{space 4} 4.702606{col 67}{space 3} 4.759831
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.742982{col 26}{space 2} .0211613{col 37}{space 1}  224.13{col 46}{space 3}0.000{col 54}{space 4} 4.701379{col 67}{space 3} 4.784586
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.740614{col 26}{space 2} .0256568{col 37}{space 1}  184.77{col 46}{space 3}0.000{col 54}{space 4} 4.690172{col 67}{space 3} 4.791056
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.724114{col 26}{space 2} .0282089{col 37}{space 1}  167.47{col 46}{space 3}0.000{col 54}{space 4} 4.668655{col 67}{space 3} 4.779573
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.693482{col 26}{space 2} .0341815{col 37}{space 1}  137.31{col 46}{space 3}0.000{col 54}{space 4} 4.626281{col 67}{space 3} 4.760684
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.648719{col 26}{space 2} .0493965{col 37}{space 1}   94.11{col 46}{space 3}0.000{col 54}{space 4} 4.551604{col 67}{space 3} 4.745833
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.589823{col 26}{space 2} .0750342{col 37}{space 1}   61.17{col 46}{space 3}0.000{col 54}{space 4} 4.442305{col 67}{space 3} 4.737342
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.516796{col 26}{space 2}  .110063{col 37}{space 1}   41.04{col 46}{space 3}0.000{col 54}{space 4}  4.30041{col 67}{space 3} 4.733182
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.429637{col 26}{space 2} .1536945{col 37}{space 1}   28.82{col 46}{space 3}0.000{col 54}{space 4} 4.127471{col 67}{space 3} 4.731804
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1200a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1200a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1200a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1100a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       354
                                                {txt}{help j_robustsingular:F(24, 327) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4601
                                                {txt}Root MSE          =    {res} .22172

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1100a {c |}{col 23}{res}{space 2} .3013142{col 35}{space 2} .2967179{col 46}{space 1}    1.02{col 55}{space 3}0.311{col 63}{space 4}-.2824026{col 76}{space 3}  .885031
{txt}{space 13}msd1100a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1100a#c.msd1100a {c |}{col 23}{res}{space 2}-.4926184{col 35}{space 2} .4045956{col 46}{space 1}   -1.22{col 55}{space 3}0.224{col 63}{space 4}-1.288557{col 76}{space 3} .3033203
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2712863{col 35}{space 2}  .106956{col 46}{space 1}    2.54{col 55}{space 3}0.012{col 63}{space 4} .0608776{col 76}{space 3} .4816949
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001463{col 35}{space 2} .0001265{col 46}{space 1}    1.16{col 55}{space 3}0.248{col 63}{space 4}-.0001025{col 76}{space 3} .0003951
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005828{col 35}{space 2} .0003044{col 46}{space 1}    1.91{col 55}{space 3}0.056{col 63}{space 4}-.0000161{col 76}{space 3} .0011816
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1189466{col 35}{space 2} .0833568{col 46}{space 1}   -1.43{col 55}{space 3}0.155{col 63}{space 4}-.2829297{col 76}{space 3} .0450366
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-3.49e-07{col 35}{space 2} 3.91e-07{col 46}{space 1}   -0.89{col 55}{space 3}0.373{col 63}{space 4}-1.12e-06{col 76}{space 3} 4.20e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0571269{col 35}{space 2} .0187189{col 46}{space 1}   -3.05{col 55}{space 3}0.002{col 63}{space 4}-.0939515{col 76}{space 3}-.0203022
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1772646{col 35}{space 2} .0627519{col 46}{space 1}   -2.82{col 55}{space 3}0.005{col 63}{space 4} -.300713{col 76}{space 3}-.0538162
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0032993{col 35}{space 2} .0010934{col 46}{space 1}    3.02{col 55}{space 3}0.003{col 63}{space 4} .0011484{col 76}{space 3} .0054503
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2} -.482265{col 35}{space 2} .2336174{col 46}{space 1}   -2.06{col 55}{space 3}0.040{col 63}{space 4}-.9418476{col 76}{space 3}-.0226824
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4214735{col 35}{space 2} .0845248{col 46}{space 1}   -4.99{col 55}{space 3}0.000{col 63}{space 4}-.5877546{col 76}{space 3}-.2551924
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.002607{col 35}{space 2} .0762055{col 46}{space 1}  -13.16{col 55}{space 3}0.000{col 63}{space 4}-1.152522{col 76}{space 3}-.8526925
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} -.108554{col 35}{space 2}  .232803{col 46}{space 1}   -0.47{col 55}{space 3}0.641{col 63}{space 4}-.5665347{col 76}{space 3} .3494266
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.2584389{col 35}{space 2} .2658586{col 46}{space 1}   -0.97{col 55}{space 3}0.332{col 63}{space 4}-.7814478{col 76}{space 3} .2645701
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2} -.492612{col 35}{space 2} .1739163{col 46}{space 1}   -2.83{col 55}{space 3}0.005{col 63}{space 4}-.8347481{col 76}{space 3}-.1504759
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.3998638{col 35}{space 2}  .340479{col 46}{space 1}   -1.17{col 55}{space 3}0.241{col 63}{space 4}-1.069669{col 76}{space 3} .2699419
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.5953801{col 35}{space 2} .2751088{col 46}{space 1}   -2.16{col 55}{space 3}0.031{col 63}{space 4}-1.136587{col 76}{space 3}-.0541736
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.0622705{col 35}{space 2} .1661233{col 46}{space 1}   -0.37{col 55}{space 3}0.708{col 63}{space 4}-.3890757{col 76}{space 3} .2645347
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2}-.3986149{col 35}{space 2} .3429972{col 46}{space 1}   -1.16{col 55}{space 3}0.246{col 63}{space 4}-1.073374{col 76}{space 3} .2761446
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.1912186{col 35}{space 2} .2036143{col 46}{space 1}   -0.94{col 55}{space 3}0.348{col 63}{space 4}-.5917778{col 76}{space 3} .2093406
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.2046714{col 35}{space 2} .2594272{col 46}{space 1}   -0.79{col 55}{space 3}0.431{col 63}{space 4}-.7150282{col 76}{space 3} .3056854
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2}-.3281708{col 35}{space 2} .4262073{col 46}{space 1}   -0.77{col 55}{space 3}0.442{col 63}{space 4}-1.166625{col 76}{space 3} .5102834
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2}-.3406673{col 35}{space 2} .3328822{col 46}{space 1}   -1.02{col 55}{space 3}0.307{col 63}{space 4}-.9955283{col 76}{space 3} .3141936
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}  -.55185{col 35}{space 2} .1833939{col 46}{space 1}   -3.01{col 55}{space 3}0.003{col 63}{space 4}-.9126307{col 76}{space 3}-.1910693
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1377383{col 35}{space 2} .1929228{col 46}{space 1}   -0.71{col 55}{space 3}0.476{col 63}{space 4}-.5172648{col 76}{space 3} .2417882
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.703547{col 35}{space 2} 1.246974{col 46}{space 1}    6.98{col 55}{space 3}0.000{col 63}{space 4} 6.250443{col 76}{space 3} 11.15665
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       354
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1100a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.677513{col 26}{space 2} .0467218{col 37}{space 1}  100.11{col 46}{space 3}0.000{col 54}{space 4}   4.5856{col 67}{space 3} 4.769426
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.702718{col 26}{space 2} .0254176{col 37}{space 1}  185.02{col 46}{space 3}0.000{col 54}{space 4} 4.652716{col 67}{space 3} 4.752721
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.718071{col 26}{space 2} .0168596{col 37}{space 1}  279.84{col 46}{space 3}0.000{col 54}{space 4} 4.684904{col 67}{space 3} 4.751238
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.723572{col 26}{space 2} .0182505{col 37}{space 1}  258.82{col 46}{space 3}0.000{col 54}{space 4} 4.687669{col 67}{space 3} 4.759475
{txt}{space 10}5  {c |}{col 14}{res}{space 2}  4.71922{col 26}{space 2} .0205185{col 37}{space 1}  230.00{col 46}{space 3}0.000{col 54}{space 4} 4.678855{col 67}{space 3} 4.759585
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.705016{col 26}{space 2} .0238611{col 37}{space 1}  197.18{col 46}{space 3}0.000{col 54}{space 4} 4.658075{col 67}{space 3} 4.751956
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.680959{col 26}{space 2} .0345298{col 37}{space 1}  135.56{col 46}{space 3}0.000{col 54}{space 4}  4.61303{col 67}{space 3} 4.748888
{txt}{space 10}8  {c |}{col 14}{res}{space 2}  4.64705{col 26}{space 2} .0556503{col 37}{space 1}   83.50{col 46}{space 3}0.000{col 54}{space 4} 4.537572{col 67}{space 3} 4.756528
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.603289{col 26}{space 2} .0865057{col 37}{space 1}   53.21{col 46}{space 3}0.000{col 54}{space 4} 4.433111{col 67}{space 3} 4.773467
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.549675{col 26}{space 2} .1262694{col 37}{space 1}   36.03{col 46}{space 3}0.000{col 54}{space 4} 4.301272{col 67}{space 3} 4.798078
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.486209{col 26}{space 2} .1745418{col 37}{space 1}   25.70{col 46}{space 3}0.000{col 54}{space 4} 4.142842{col 67}{space 3} 4.829576
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1100a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1100a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1100a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd1000a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       350
                                                {txt}{help j_robustsingular:F(24, 323) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4594
                                                {txt}Root MSE          =    {res} .22299

{txt}{hline 22}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 23}{c |}{col 35}    Robust
{col 1}           revimpfree{col 23}{c |}      Coef.{col 35}   Std. Err.{col 47}      t{col 55}   P>|t|{col 63}     [95% Con{col 76}f. Interval]
{hline 22}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 13}msd1000a {c |}{col 23}{res}{space 2}  .217662{col 35}{space 2} .2460946{col 46}{space 1}    0.88{col 55}{space 3}0.377{col 63}{space 4}-.2664886{col 76}{space 3} .7018126
{txt}{space 13}msd1000a {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 21} {c |}
c.msd1000a#c.msd1000a {c |}{col 23}{res}{space 2}-.4477921{col 35}{space 2}  .369534{col 46}{space 1}   -1.21{col 55}{space 3}0.226{col 63}{space 4}-1.174789{col 76}{space 3} .2792052
{txt}{space 21} {c |}
{space 6}ramankutty_mean {c |}{col 23}{res}{space 2} .2733142{col 35}{space 2} .1071848{col 46}{space 1}    2.55{col 55}{space 3}0.011{col 63}{space 4} .0624457{col 76}{space 3} .4841827
{txt}{space 7}elevation_mean {c |}{col 23}{res}{space 2} .0001445{col 35}{space 2} .0001277{col 46}{space 1}    1.13{col 55}{space 3}0.259{col 63}{space 4}-.0001067{col 76}{space 3} .0003956
{txt}{space 12}riverdist {c |}{col 23}{res}{space 2} .0005856{col 35}{space 2} .0003192{col 46}{space 1}    1.83{col 55}{space 3}0.068{col 63}{space 4}-.0000425{col 76}{space 3} .0012136
{txt}{space 12}agricdate {c |}{col 23}{res}{space 2}-.1215844{col 35}{space 2} .0839589{col 46}{space 1}   -1.45{col 55}{space 3}0.149{col 63}{space 4}-.2867597{col 76}{space 3}  .043591
{txt}{space 12}dist2city {c |}{col 23}{res}{space 2}-3.33e-07{col 35}{space 2} 4.07e-07{col 46}{space 1}   -0.82{col 55}{space 3}0.414{col 63}{space 4}-1.13e-06{col 76}{space 3} 4.68e-07
{txt}{space 18}lat {c |}{col 23}{res}{space 2}-.0578404{col 35}{space 2} .0187988{col 46}{space 1}   -3.08{col 55}{space 3}0.002{col 63}{space 4} -.094824{col 76}{space 3}-.0208569
{txt}{space 18}lon {c |}{col 23}{res}{space 2}-.1767403{col 35}{space 2} .0631181{col 46}{space 1}   -2.80{col 55}{space 3}0.005{col 63}{space 4}-.3009148{col 76}{space 3}-.0525657
{txt}{space 15}latlon {c |}{col 23}{res}{space 2} .0032979{col 35}{space 2} .0010989{col 46}{space 1}    3.00{col 55}{space 3}0.003{col 63}{space 4}  .001136{col 76}{space 3} .0054597
{txt}{space 7}_Ientity_id_35 {c |}{col 23}{res}{space 2}-.4814638{col 35}{space 2} .2342372{col 46}{space 1}   -2.06{col 55}{space 3}0.041{col 63}{space 4} -.942287{col 76}{space 3}-.0206405
{txt}{space 7}_Ientity_id_55 {c |}{col 23}{res}{space 2}-.4167314{col 35}{space 2} .0860857{col 46}{space 1}   -4.84{col 55}{space 3}0.000{col 63}{space 4}-.5860908{col 76}{space 3} -.247372
{txt}{space 7}_Ientity_id_68 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 6}_Ientity_id_182 {c |}{col 23}{res}{space 2}-1.003722{col 35}{space 2} .0767162{col 46}{space 1}  -13.08{col 55}{space 3}0.000{col 63}{space 4}-1.154649{col 76}{space 3}-.8527956
{txt}{space 6}_Ientity_id_892 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1122 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1225 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1349 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1423 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_1523 {c |}{col 23}{res}{space 2} -.118725{col 35}{space 2} .2325719{col 46}{space 1}   -0.51{col 55}{space 3}0.610{col 63}{space 4}-.5762719{col 76}{space 3} .3388219
{txt}{space 5}_Ientity_id_1663 {c |}{col 23}{res}{space 2}-.2596323{col 35}{space 2} .2656445{col 46}{space 1}   -0.98{col 55}{space 3}0.329{col 63}{space 4}-.7822441{col 76}{space 3} .2629795
{txt}{space 5}_Ientity_id_2054 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2115 {c |}{col 23}{res}{space 2}-.5011315{col 35}{space 2} .1726676{col 46}{space 1}   -2.90{col 55}{space 3}0.004{col 63}{space 4}-.8408265{col 76}{space 3}-.1614364
{txt}{space 5}_Ientity_id_2160 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_2344 {c |}{col 23}{res}{space 2}-.4100777{col 35}{space 2} .3426276{col 46}{space 1}   -1.20{col 55}{space 3}0.232{col 63}{space 4}-1.084141{col 76}{space 3} .2639859
{txt}{space 5}_Ientity_id_2621 {c |}{col 23}{res}{space 2}-.5998956{col 35}{space 2}  .273442{col 46}{space 1}   -2.19{col 55}{space 3}0.029{col 63}{space 4}-1.137848{col 76}{space 3}-.0619434
{txt}{space 5}_Ientity_id_2669 {c |}{col 23}{res}{space 2}-.0651211{col 35}{space 2} .1668186{col 46}{space 1}   -0.39{col 55}{space 3}0.697{col 63}{space 4}-.3933093{col 76}{space 3}  .263067
{txt}{space 5}_Ientity_id_2750 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3088 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_3852 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4029 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4117 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4131 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4218 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_4490 {c |}{col 23}{res}{space 2} -.418632{col 35}{space 2} .3395404{col 46}{space 1}   -1.23{col 55}{space 3}0.218{col 63}{space 4}-1.086622{col 76}{space 3}  .249358
{txt}{space 5}_Ientity_id_4705 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5162 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5170 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5599 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5666 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5671 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5672 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_5689 {c |}{col 23}{res}{space 2}-.1962206{col 35}{space 2} .2041672{col 46}{space 1}   -0.96{col 55}{space 3}0.337{col 63}{space 4} -.597886{col 76}{space 3} .2054448
{txt}{space 5}_Ientity_id_6084 {c |}{col 23}{res}{space 2}-.1959635{col 35}{space 2}  .260075{col 46}{space 1}   -0.75{col 55}{space 3}0.452{col 63}{space 4}-.7076183{col 76}{space 3} .3156913
{txt}{space 5}_Ientity_id_6532 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 5}_Ientity_id_7747 {c |}{col 23}{res}{space 2} -.312614{col 35}{space 2} .4266424{col 46}{space 1}   -0.73{col 55}{space 3}0.464{col 63}{space 4}-1.151963{col 76}{space 3} .5267348
{txt}{space 5}_Ientity_id_8246 {c |}{col 23}{res}{space 2} -.334229{col 35}{space 2} .3353266{col 46}{space 1}   -1.00{col 55}{space 3}0.320{col 63}{space 4} -.993929{col 76}{space 3}  .325471
{txt}{space 5}_Ientity_id_9479 {c |}{col 23}{res}{space 2}-.5626394{col 35}{space 2} .1842296{col 46}{space 1}   -3.05{col 55}{space 3}0.002{col 63}{space 4}-.9250808{col 76}{space 3}-.2001979
{txt}{space 5}_Ientity_id_9602 {c |}{col 23}{res}{space 2}-.1409857{col 35}{space 2} .1933394{col 46}{space 1}   -0.73{col 55}{space 3}0.466{col 63}{space 4}-.5213493{col 76}{space 3} .2393778
{txt}{space 5}_Ientity_id_9603 {c |}{col 23}{res}{space 2}        0{col 35}{txt}  (omitted)
{space 16}_cons {c |}{col 23}{res}{space 2} 8.764428{col 35}{space 2} 1.247667{col 46}{space 1}    7.02{col 55}{space 3}0.000{col 63}{space 4} 6.309849{col 76}{space 3} 11.21901
{txt}{hline 22}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       350
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd1000a}{space 8}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.696708{col 26}{space 2} .0374083{col 37}{space 1}  125.55{col 46}{space 3}0.000{col 54}{space 4} 4.623113{col 67}{space 3} 4.770303
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.713996{col 26}{space 2} .0220277{col 37}{space 1}  214.00{col 46}{space 3}0.000{col 54}{space 4}  4.67066{col 67}{space 3} 4.757332
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.722329{col 26}{space 2} .0170212{col 37}{space 1}  277.44{col 46}{space 3}0.000{col 54}{space 4} 4.688842{col 67}{space 3} 4.755815
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.721705{col 26}{space 2} .0178112{col 37}{space 1}  265.10{col 46}{space 3}0.000{col 54}{space 4} 4.686665{col 67}{space 3} 4.756746
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.712126{col 26}{space 2} .0199964{col 37}{space 1}  235.65{col 46}{space 3}0.000{col 54}{space 4} 4.672787{col 67}{space 3} 4.751466
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.693591{col 26}{space 2}  .026408{col 37}{space 1}  177.73{col 46}{space 3}0.000{col 54}{space 4} 4.641638{col 67}{space 3} 4.745545
{txt}{space 10}7  {c |}{col 14}{res}{space 2}   4.6661{col 26}{space 2} .0411992{col 37}{space 1}  113.26{col 46}{space 3}0.000{col 54}{space 4} 4.585047{col 67}{space 3} 4.747153
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.629653{col 26}{space 2} .0649239{col 37}{space 1}   71.31{col 46}{space 3}0.000{col 54}{space 4} 4.501926{col 67}{space 3}  4.75738
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.584251{col 26}{space 2} .0969206{col 37}{space 1}   47.30{col 46}{space 3}0.000{col 54}{space 4} 4.393575{col 67}{space 3} 4.774926
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.529892{col 26}{space 2} .1367611{col 37}{space 1}   33.12{col 46}{space 3}0.000{col 54}{space 4} 4.260837{col 67}{space 3} 4.798947
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.466578{col 26}{space 2} .1842378{col 37}{space 1}   24.24{col 46}{space 3}0.000{col 54}{space 4}  4.10412{col 67}{space 3} 4.829036
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd1000a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1000a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl1000a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd900a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       330
                                                {txt}{help j_robustsingular:F(22, 305) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4533
                                                {txt}Root MSE          =    {res} .22799

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd900a {c |}{col 21}{res}{space 2} .0345262{col 33}{space 2} .2382979{col 44}{space 1}    0.14{col 53}{space 3}0.885{col 61}{space 4}-.4343899{col 74}{space 3} .5034423
{txt}{space 12}msd900a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd900a#c.msd900a {c |}{col 21}{res}{space 2}-.3896776{col 33}{space 2} .3573844{col 44}{space 1}   -1.09{col 53}{space 3}0.276{col 61}{space 4}-1.092929{col 74}{space 3} .3135735
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .2942178{col 33}{space 2} .1096258{col 44}{space 1}    2.68{col 53}{space 3}0.008{col 61}{space 4} .0784992{col 74}{space 3} .5099364
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001628{col 33}{space 2} .0001315{col 44}{space 1}    1.24{col 53}{space 3}0.217{col 61}{space 4}-.0000959{col 74}{space 3} .0004216
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} .0004443{col 33}{space 2} .0003519{col 44}{space 1}    1.26{col 53}{space 3}0.208{col 61}{space 4}-.0002483{col 74}{space 3} .0011368
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.1423565{col 33}{space 2} .0859802{col 44}{space 1}   -1.66{col 53}{space 3}0.099{col 61}{space 4}-.3115458{col 74}{space 3} .0268329
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.14e-07{col 33}{space 2} 4.44e-07{col 44}{space 1}   -0.71{col 53}{space 3}0.479{col 61}{space 4}-1.19e-06{col 74}{space 3} 5.59e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.0625856{col 33}{space 2} .0186876{col 44}{space 1}   -3.35{col 53}{space 3}0.001{col 61}{space 4}-.0993586{col 74}{space 3}-.0258126
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.1804425{col 33}{space 2} .0639866{col 44}{space 1}   -2.82{col 53}{space 3}0.005{col 61}{space 4}-.3063535{col 74}{space 3}-.0545314
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0033985{col 33}{space 2} .0011166{col 44}{space 1}    3.04{col 53}{space 3}0.003{col 61}{space 4} .0012013{col 74}{space 3} .0055956
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.4717868{col 33}{space 2}   .23929{col 44}{space 1}   -1.97{col 53}{space 3}0.050{col 61}{space 4}-.9426549{col 74}{space 3}-.0009186
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.4070677{col 33}{space 2} .0872587{col 44}{space 1}   -4.67{col 53}{space 3}0.000{col 61}{space 4}-.5787729{col 74}{space 3}-.2353625
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.004201{col 33}{space 2} .0794071{col 44}{space 1}  -12.65{col 53}{space 3}0.000{col 61}{space 4}-1.160456{col 74}{space 3} -.847946
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.1349136{col 33}{space 2} .2353503{col 44}{space 1}   -0.57{col 53}{space 3}0.567{col 61}{space 4}-.5980293{col 74}{space 3} .3282022
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-.2711279{col 33}{space 2} .2669246{col 44}{space 1}   -1.02{col 53}{space 3}0.311{col 61}{space 4}-.7963747{col 74}{space 3} .2541188
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}-.4217944{col 33}{space 2} .3562895{col 44}{space 1}   -1.18{col 53}{space 3}0.237{col 61}{space 4}-1.122891{col 74}{space 3} .2793023
{txt}{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.0840887{col 33}{space 2} .1715214{col 44}{space 1}   -0.49{col 53}{space 3}0.624{col 61}{space 4}-.4216037{col 74}{space 3} .2534264
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}-.4296447{col 33}{space 2} .3531759{col 44}{space 1}   -1.22{col 53}{space 3}0.225{col 61}{space 4}-1.124614{col 74}{space 3} .2653251
{txt}{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}-.2090626{col 33}{space 2} .2060277{col 44}{space 1}   -1.01{col 53}{space 3}0.311{col 61}{space 4}-.6144781{col 74}{space 3}  .196353
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.1553577{col 33}{space 2} .2520139{col 44}{space 1}   -0.62{col 53}{space 3}0.538{col 61}{space 4}-.6512637{col 74}{space 3} .3405483
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}-.2563012{col 33}{space 2} .4319862{col 44}{space 1}   -0.59{col 53}{space 3}0.553{col 61}{space 4}-1.106352{col 74}{space 3} .5937493
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}-.3259664{col 33}{space 2} .3439801{col 44}{space 1}   -0.95{col 53}{space 3}0.344{col 61}{space 4}-1.002841{col 74}{space 3} .3509081
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.5828221{col 33}{space 2} .1925349{col 44}{space 1}   -3.03{col 53}{space 3}0.003{col 61}{space 4} -.961687{col 74}{space 3}-.2039572
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}  -.15035{col 33}{space 2} .1967409{col 44}{space 1}   -0.76{col 53}{space 3}0.445{col 61}{space 4}-.5374914{col 74}{space 3} .2367914
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 9.150893{col 33}{space 2} 1.258546{col 44}{space 1}    7.27{col 53}{space 3}0.000{col 61}{space 4} 6.674362{col 74}{space 3} 11.62742
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       330
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd900a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2}  4.74171{col 26}{space 2} .0413226{col 37}{space 1}  114.75{col 46}{space 3}0.000{col 54}{space 4} 4.660397{col 67}{space 3} 4.823024
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.741266{col 26}{space 2} .0259041{col 37}{space 1}  183.03{col 46}{space 3}0.000{col 54}{space 4} 4.690293{col 67}{space 3} 4.792239
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.733028{col 26}{space 2} .0182505{col 37}{space 1}  259.34{col 46}{space 3}0.000{col 54}{space 4} 4.697116{col 67}{space 3} 4.768941
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.716997{col 26}{space 2} .0167301{col 37}{space 1}  281.95{col 46}{space 3}0.000{col 54}{space 4} 4.684076{col 67}{space 3} 4.749918
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.693172{col 26}{space 2} .0201038{col 37}{space 1}  233.45{col 46}{space 3}0.000{col 54}{space 4} 4.653612{col 67}{space 3} 4.732732
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.661554{col 26}{space 2} .0300852{col 37}{space 1}  154.95{col 46}{space 3}0.000{col 54}{space 4} 4.602353{col 67}{space 3} 4.720755
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.622142{col 26}{space 2} .0478385{col 37}{space 1}   96.62{col 46}{space 3}0.000{col 54}{space 4} 4.528007{col 67}{space 3} 4.716277
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.574936{col 26}{space 2} .0732577{col 37}{space 1}   62.45{col 46}{space 3}0.000{col 54}{space 4} 4.430782{col 67}{space 3} 4.719091
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.519937{col 26}{space 2} .1061058{col 37}{space 1}   42.60{col 46}{space 3}0.000{col 54}{space 4} 4.311145{col 67}{space 3}  4.72873
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.457145{col 26}{space 2} .1462504{col 37}{space 1}   30.48{col 46}{space 3}0.000{col 54}{space 4} 4.169357{col 67}{space 3} 4.744932
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.386559{col 26}{space 2} .1936255{col 37}{space 1}   22.65{col 46}{space 3}0.000{col 54}{space 4} 4.005548{col 67}{space 3}  4.76757
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd900a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl900a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl900a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd800a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       313
                                                {txt}{help j_robustsingular:F(20, 290) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4556
                                                {txt}Root MSE          =    {res} .23189

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd800a {c |}{col 21}{res}{space 2}-.2966793{col 33}{space 2}  .210562{col 44}{space 1}   -1.41{col 53}{space 3}0.160{col 61}{space 4}-.7111028{col 74}{space 3} .1177443
{txt}{space 12}msd800a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd800a#c.msd800a {c |}{col 21}{res}{space 2} .4079837{col 33}{space 2} .2412407{col 44}{space 1}    1.69{col 53}{space 3}0.092{col 61}{space 4}-.0668209{col 74}{space 3} .8827883
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .2838412{col 33}{space 2} .1055066{col 44}{space 1}    2.69{col 53}{space 3}0.008{col 61}{space 4} .0761854{col 74}{space 3} .4914971
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001759{col 33}{space 2} .0001321{col 44}{space 1}    1.33{col 53}{space 3}0.184{col 61}{space 4}-.0000841{col 74}{space 3} .0004358
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} .0001004{col 33}{space 2} .0003804{col 44}{space 1}    0.26{col 53}{space 3}0.792{col 61}{space 4}-.0006484{col 74}{space 3} .0008492
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.1427944{col 33}{space 2} .0869399{col 44}{space 1}   -1.64{col 53}{space 3}0.102{col 61}{space 4}-.3139076{col 74}{space 3} .0283189
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-4.90e-07{col 33}{space 2} 4.49e-07{col 44}{space 1}   -1.09{col 53}{space 3}0.276{col 61}{space 4}-1.37e-06{col 74}{space 3} 3.93e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.0607874{col 33}{space 2} .0185762{col 44}{space 1}   -3.27{col 53}{space 3}0.001{col 61}{space 4}-.0973488{col 74}{space 3}-.0242261
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.2318311{col 33}{space 2} .0604922{col 44}{space 1}   -3.83{col 53}{space 3}0.000{col 61}{space 4}-.3508905{col 74}{space 3}-.1127717
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0043567{col 33}{space 2}  .001053{col 44}{space 1}    4.14{col 53}{space 3}0.000{col 61}{space 4} .0022842{col 74}{space 3} .0064293
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.7059743{col 33}{space 2} .2285221{col 44}{space 1}   -3.09{col 53}{space 3}0.002{col 61}{space 4}-1.155746{col 74}{space 3}-.2562022
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.5390076{col 33}{space 2} .0970867{col 44}{space 1}   -5.55{col 53}{space 3}0.000{col 61}{space 4}-.7300915{col 74}{space 3}-.3479238
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2} -.985299{col 33}{space 2} .0803124{col 44}{space 1}  -12.27{col 53}{space 3}0.000{col 61}{space 4}-1.143368{col 74}{space 3}  -.82723
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.2554571{col 33}{space 2} .2311542{col 44}{space 1}   -1.11{col 53}{space 3}0.270{col 61}{space 4}-.7104097{col 74}{space 3} .1994955
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-.3281724{col 33}{space 2} .2652354{col 44}{space 1}   -1.24{col 53}{space 3}0.217{col 61}{space 4}-.8502028{col 74}{space 3}  .193858
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.2167269{col 33}{space 2} .1645631{col 44}{space 1}   -1.32{col 53}{space 3}0.189{col 61}{space 4}-.5406164{col 74}{space 3} .1071626
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}-.3725484{col 33}{space 2} .1919094{col 44}{space 1}   -1.94{col 53}{space 3}0.053{col 61}{space 4}-.7502602{col 74}{space 3} .0051634
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.5026232{col 33}{space 2} .2979775{col 44}{space 1}   -1.69{col 53}{space 3}0.093{col 61}{space 4}-1.089096{col 74}{space 3} .0838494
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}-.5888067{col 33}{space 2} .4225205{col 44}{space 1}   -1.39{col 53}{space 3}0.165{col 61}{space 4}-1.420402{col 74}{space 3} .2427889
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}-.7009803{col 33}{space 2} .3301822{col 44}{space 1}   -2.12{col 53}{space 3}0.035{col 61}{space 4}-1.350838{col 74}{space 3}-.0511231
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.7855738{col 33}{space 2} .1840577{col 44}{space 1}   -4.27{col 53}{space 3}0.000{col 61}{space 4}-1.147832{col 74}{space 3}-.4233155
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.2964375{col 33}{space 2}  .184972{col 44}{space 1}   -1.60{col 53}{space 3}0.110{col 61}{space 4}-.6604954{col 74}{space 3} .0676203
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 9.400337{col 33}{space 2} 1.273535{col 44}{space 1}    7.38{col 53}{space 3}0.000{col 61}{space 4} 6.893793{col 74}{space 3} 11.90688
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       313
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd800a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.734449{col 26}{space 2} .0385861{col 37}{space 1}  122.70{col 46}{space 3}0.000{col 54}{space 4} 4.658505{col 67}{space 3} 4.810394
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.708861{col 26}{space 2} .0254222{col 37}{space 1}  185.23{col 46}{space 3}0.000{col 54}{space 4} 4.658826{col 67}{space 3} 4.758897
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.691433{col 26}{space 2} .0201618{col 37}{space 1}  232.69{col 46}{space 3}0.000{col 54}{space 4} 4.651751{col 67}{space 3} 4.731115
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.682164{col 26}{space 2} .0208557{col 37}{space 1}  224.50{col 46}{space 3}0.000{col 54}{space 4} 4.641117{col 67}{space 3} 4.723212
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.681055{col 26}{space 2}  .023169{col 37}{space 1}  202.04{col 46}{space 3}0.000{col 54}{space 4} 4.635455{col 67}{space 3} 4.726656
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.688106{col 26}{space 2} .0256284{col 37}{space 1}  182.93{col 46}{space 3}0.000{col 54}{space 4} 4.637665{col 67}{space 3} 4.738547
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.703316{col 26}{space 2} .0296558{col 37}{space 1}  158.60{col 46}{space 3}0.000{col 54}{space 4} 4.644948{col 67}{space 3} 4.761684
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.726686{col 26}{space 2} .0378008{col 37}{space 1}  125.04{col 46}{space 3}0.000{col 54}{space 4} 4.652287{col 67}{space 3} 4.801085
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.758216{col 26}{space 2} .0516617{col 37}{space 1}   92.10{col 46}{space 3}0.000{col 54}{space 4} 4.656536{col 67}{space 3} 4.859895
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.797905{col 26}{space 2} .0714355{col 37}{space 1}   67.16{col 46}{space 3}0.000{col 54}{space 4} 4.657307{col 67}{space 3} 4.938503
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.845754{col 26}{space 2} .0968214{col 37}{space 1}   50.05{col 46}{space 3}0.000{col 54}{space 4} 4.655192{col 67}{space 3} 5.036316
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd800a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl800a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl800a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd700a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       292
                                                {txt}{help j_robustsingular:F(20, 269) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4722
                                                {txt}Root MSE          =    {res} .23288

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd700a {c |}{col 21}{res}{space 2}-.4319379{col 33}{space 2} .2178252{col 44}{space 1}   -1.98{col 53}{space 3}0.048{col 61}{space 4}-.8607969{col 74}{space 3} -.003079
{txt}{space 12}msd700a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd700a#c.msd700a {c |}{col 21}{res}{space 2} .5155091{col 33}{space 2} .2523315{col 44}{space 1}    2.04{col 53}{space 3}0.042{col 61}{space 4} .0187132{col 74}{space 3} 1.012305
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .3159414{col 33}{space 2} .1085314{col 44}{space 1}    2.91{col 53}{space 3}0.004{col 61}{space 4} .1022624{col 74}{space 3} .5296203
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001845{col 33}{space 2} .0001337{col 44}{space 1}    1.38{col 53}{space 3}0.169{col 61}{space 4}-.0000787{col 74}{space 3} .0004476
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} 9.86e-06{col 33}{space 2} .0004044{col 44}{space 1}    0.02{col 53}{space 3}0.981{col 61}{space 4}-.0007864{col 74}{space 3} .0008061
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.1776936{col 33}{space 2} .0879643{col 44}{space 1}   -2.02{col 53}{space 3}0.044{col 61}{space 4}-.3508796{col 74}{space 3}-.0045076
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-1.28e-07{col 33}{space 2} 4.82e-07{col 44}{space 1}   -0.27{col 53}{space 3}0.791{col 61}{space 4}-1.08e-06{col 74}{space 3} 8.22e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.0670226{col 33}{space 2} .0181883{col 44}{space 1}   -3.68{col 53}{space 3}0.000{col 61}{space 4}-.1028322{col 74}{space 3}-.0312131
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.2457895{col 33}{space 2} .0614242{col 44}{space 1}   -4.00{col 53}{space 3}0.000{col 61}{space 4}-.3667229{col 74}{space 3}-.1248562
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0046254{col 33}{space 2}  .001057{col 44}{space 1}    4.38{col 53}{space 3}0.000{col 61}{space 4} .0025444{col 74}{space 3} .0067063
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.7448177{col 33}{space 2}  .243521{col 44}{space 1}   -3.06{col 53}{space 3}0.002{col 61}{space 4}-1.224267{col 74}{space 3}-.2653683
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2} -.559738{col 33}{space 2} .0996454{col 44}{space 1}   -5.62{col 53}{space 3}0.000{col 61}{space 4}-.7559221{col 74}{space 3}-.3635539
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.004364{col 33}{space 2} .0806509{col 44}{space 1}  -12.45{col 53}{space 3}0.000{col 61}{space 4}-1.163151{col 74}{space 3} -.845577
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.3004098{col 33}{space 2} .2371925{col 44}{space 1}   -1.27{col 53}{space 3}0.206{col 61}{space 4}-.7673996{col 74}{space 3}   .16658
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-.3463048{col 33}{space 2}  .269402{col 44}{space 1}   -1.29{col 53}{space 3}0.200{col 61}{space 4}-.8767093{col 74}{space 3} .1840997
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.2528972{col 33}{space 2} .1766967{col 44}{space 1}   -1.43{col 53}{space 3}0.154{col 61}{space 4}-.6007815{col 74}{space 3} .0949872
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2}-.4062053{col 33}{space 2} .2018783{col 44}{space 1}   -2.01{col 53}{space 3}0.045{col 61}{space 4}-.8036677{col 74}{space 3}-.0087429
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.5474571{col 33}{space 2} .3015037{col 44}{space 1}   -1.82{col 53}{space 3}0.071{col 61}{space 4}-1.141064{col 74}{space 3} .0461501
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}-.6520172{col 33}{space 2} .4484557{col 44}{space 1}   -1.45{col 53}{space 3}0.147{col 61}{space 4}-1.534947{col 74}{space 3} .2309123
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}-.7816503{col 33}{space 2}  .350574{col 44}{space 1}   -2.23{col 53}{space 3}0.027{col 61}{space 4}-1.471868{col 74}{space 3}-.0914326
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.8496382{col 33}{space 2} .1996931{col 44}{space 1}   -4.25{col 53}{space 3}0.000{col 61}{space 4}-1.242798{col 74}{space 3} -.456478
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} -.322367{col 33}{space 2} .1950063{col 44}{space 1}   -1.65{col 53}{space 3}0.099{col 61}{space 4}-.7062996{col 74}{space 3} .0615657
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 10.00577{col 33}{space 2} 1.284654{col 44}{space 1}    7.79{col 53}{space 3}0.000{col 61}{space 4}  7.47652{col 74}{space 3} 12.53503
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       292
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd700a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.757696{col 26}{space 2} .0362833{col 37}{space 1}  131.13{col 46}{space 3}0.000{col 54}{space 4}  4.68626{col 67}{space 3} 4.829131
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.719657{col 26}{space 2} .0237857{col 37}{space 1}  198.42{col 46}{space 3}0.000{col 54}{space 4} 4.672827{col 67}{space 3} 4.766487
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.691928{col 26}{space 2} .0207756{col 37}{space 1}  225.84{col 46}{space 3}0.000{col 54}{space 4} 4.651025{col 67}{space 3} 4.732832
{txt}{space 10}4  {c |}{col 14}{res}{space 2}  4.67451{col 26}{space 2} .0233428{col 37}{space 1}  200.26{col 46}{space 3}0.000{col 54}{space 4} 4.628552{col 67}{space 3} 4.720468
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.667402{col 26}{space 2} .0262516{col 37}{space 1}  177.79{col 46}{space 3}0.000{col 54}{space 4} 4.615717{col 67}{space 3} 4.719087
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.670604{col 26}{space 2} .0282991{col 37}{space 1}  165.04{col 46}{space 3}0.000{col 54}{space 4} 4.614888{col 67}{space 3}  4.72632
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.684116{col 26}{space 2}  .031132{col 37}{space 1}  150.46{col 46}{space 3}0.000{col 54}{space 4} 4.622823{col 67}{space 3} 4.745409
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.707939{col 26}{space 2} .0378982{col 37}{space 1}  124.23{col 46}{space 3}0.000{col 54}{space 4} 4.633324{col 67}{space 3} 4.782553
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.742071{col 26}{space 2}   .05096{col 37}{space 1}   93.05{col 46}{space 3}0.000{col 54}{space 4}  4.64174{col 67}{space 3} 4.842402
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.786514{col 26}{space 2} .0707023{col 37}{space 1}   67.70{col 46}{space 3}0.000{col 54}{space 4} 4.647314{col 67}{space 3} 4.925714
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.841267{col 26}{space 2} .0966563{col 37}{space 1}   50.09{col 46}{space 3}0.000{col 54}{space 4} 4.650968{col 67}{space 3} 5.031566
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd700a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl700a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl700a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd600a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       260
                                                {txt}{help j_robustsingular:F(20, 237) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.4958
                                                {txt}Root MSE          =    {res} .23251

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd600a {c |}{col 21}{res}{space 2} -.668811{col 33}{space 2} .2687703{col 44}{space 1}   -2.49{col 53}{space 3}0.014{col 61}{space 4}-1.198295{col 74}{space 3} -.139327
{txt}{space 12}msd600a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd600a#c.msd600a {c |}{col 21}{res}{space 2} .6650581{col 33}{space 2}  .338341{col 44}{space 1}    1.97{col 53}{space 3}0.051{col 61}{space 4}-.0014819{col 74}{space 3} 1.331598
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .3770374{col 33}{space 2} .1177924{col 44}{space 1}    3.20{col 53}{space 3}0.002{col 61}{space 4} .1449835{col 74}{space 3} .6090913
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0002651{col 33}{space 2}  .000132{col 44}{space 1}    2.01{col 53}{space 3}0.046{col 61}{space 4} 5.05e-06{col 74}{space 3} .0005251
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}  .000043{col 33}{space 2} .0004591{col 44}{space 1}    0.09{col 53}{space 3}0.926{col 61}{space 4}-.0008614{col 74}{space 3} .0009473
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.1918745{col 33}{space 2} .0885054{col 44}{space 1}   -2.17{col 53}{space 3}0.031{col 61}{space 4}-.3662322{col 74}{space 3}-.0175167
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2} 6.93e-07{col 33}{space 2} 4.74e-07{col 44}{space 1}    1.46{col 53}{space 3}0.145{col 61}{space 4}-2.41e-07{col 74}{space 3} 1.63e-06
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.0709188{col 33}{space 2} .0180902{col 44}{space 1}   -3.92{col 53}{space 3}0.000{col 61}{space 4}-.1065569{col 74}{space 3}-.0352808
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.2557438{col 33}{space 2}  .061492{col 44}{space 1}   -4.16{col 53}{space 3}0.000{col 61}{space 4}-.3768845{col 74}{space 3}-.1346032
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0046682{col 33}{space 2} .0010566{col 44}{space 1}    4.42{col 53}{space 3}0.000{col 61}{space 4} .0025866{col 74}{space 3} .0067498
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.7918182{col 33}{space 2} .2566262{col 44}{space 1}   -3.09{col 53}{space 3}0.002{col 61}{space 4}-1.297378{col 74}{space 3}-.2862585
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.5941492{col 33}{space 2} .1385448{col 44}{space 1}   -4.29{col 53}{space 3}0.000{col 61}{space 4}-.8670857{col 74}{space 3}-.3212126
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-1.093293{col 33}{space 2}  .080468{col 44}{space 1}  -13.59{col 53}{space 3}0.000{col 61}{space 4}-1.251817{col 74}{space 3}-.9347695
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}-.3474205{col 33}{space 2} .2356751{col 44}{space 1}   -1.47{col 53}{space 3}0.142{col 61}{space 4}-.8117061{col 74}{space 3} .1168651
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-.3905609{col 33}{space 2} .2682278{col 44}{space 1}   -1.46{col 53}{space 3}0.147{col 61}{space 4}-.9189762{col 74}{space 3} .1378543
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2}-.3077585{col 33}{space 2} .1796765{col 44}{space 1}   -1.71{col 53}{space 3}0.088{col 61}{space 4}-.6617255{col 74}{space 3} .0462086
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} -.442227{col 33}{space 2} .2091016{col 44}{space 1}   -2.11{col 53}{space 3}0.035{col 61}{space 4}-.8541621{col 74}{space 3} -.030292
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2} -.549612{col 33}{space 2} .3162573{col 44}{space 1}   -1.74{col 53}{space 3}0.084{col 61}{space 4}-1.172647{col 74}{space 3} .0734226
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}  -.89798{col 33}{space 2} .4590694{col 44}{space 1}   -1.96{col 53}{space 3}0.052{col 61}{space 4}-1.802358{col 74}{space 3} .0063978
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} -.881245{col 33}{space 2} .3632466{col 44}{space 1}   -2.43{col 53}{space 3}0.016{col 61}{space 4}-1.596849{col 74}{space 3}-.1656405
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.9661897{col 33}{space 2} .2074104{col 44}{space 1}   -4.66{col 53}{space 3}0.000{col 61}{space 4}-1.374793{col 74}{space 3}-.5575861
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2}-.3684464{col 33}{space 2} .1983206{col 44}{space 1}   -1.86{col 53}{space 3}0.064{col 61}{space 4}-.7591428{col 74}{space 3} .0222501
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 10.43706{col 33}{space 2} 1.273664{col 44}{space 1}    8.19{col 53}{space 3}0.000{col 61}{space 4} 7.927909{col 74}{space 3} 12.94621
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       260
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd600a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.777909{col 26}{space 2} .0323411{col 37}{space 1}  147.73{col 46}{space 3}0.000{col 54}{space 4} 4.714196{col 67}{space 3} 4.841621
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.717678{col 26}{space 2} .0307586{col 37}{space 1}  153.38{col 46}{space 3}0.000{col 54}{space 4} 4.657083{col 67}{space 3} 4.778273
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.670749{col 26}{space 2} .0382579{col 37}{space 1}  122.09{col 46}{space 3}0.000{col 54}{space 4}  4.59538{col 67}{space 3} 4.746118
{txt}{space 10}4  {c |}{col 14}{res}{space 2}  4.63712{col 26}{space 2} .0447202{col 37}{space 1}  103.69{col 46}{space 3}0.000{col 54}{space 4} 4.549021{col 67}{space 3}  4.72522
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.616793{col 26}{space 2} .0472309{col 37}{space 1}   97.75{col 46}{space 3}0.000{col 54}{space 4} 4.523748{col 67}{space 3} 4.709839
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.609768{col 26}{space 2} .0459014{col 37}{space 1}  100.43{col 46}{space 3}0.000{col 54}{space 4} 4.519341{col 67}{space 3} 4.700194
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.616043{col 26}{space 2}  .043057{col 37}{space 1}  107.21{col 46}{space 3}0.000{col 54}{space 4}  4.53122{col 67}{space 3} 4.700866
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.635619{col 26}{space 2} .0444052{col 37}{space 1}  104.39{col 46}{space 3}0.000{col 54}{space 4}  4.54814{col 67}{space 3} 4.723099
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.668497{col 26}{space 2} .0568825{col 37}{space 1}   82.07{col 46}{space 3}0.000{col 54}{space 4} 4.556437{col 67}{space 3} 4.780557
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.714676{col 26}{space 2} .0818227{col 37}{space 1}   57.62{col 46}{space 3}0.000{col 54}{space 4} 4.553483{col 67}{space 3} 4.875868
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.774156{col 26}{space 2} .1169369{col 37}{space 1}   40.83{col 46}{space 3}0.000{col 54}{space 4} 4.543787{col 67}{space 3} 5.004524
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd600a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl600a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl600a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd500a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       200
                                                {txt}{help j_robustsingular:F(20, 177) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.5643
                                                {txt}Root MSE          =    {res} .24051

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd500a {c |}{col 21}{res}{space 2}-.5801468{col 33}{space 2} .3817767{col 44}{space 1}   -1.52{col 53}{space 3}0.130{col 61}{space 4}-1.333567{col 74}{space 3} .1732732
{txt}{space 12}msd500a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd500a#c.msd500a {c |}{col 21}{res}{space 2} .4687114{col 33}{space 2} .4004737{col 44}{space 1}    1.17{col 53}{space 3}0.243{col 61}{space 4}-.3216063{col 74}{space 3} 1.259029
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .3865113{col 33}{space 2} .1338147{col 44}{space 1}    2.89{col 53}{space 3}0.004{col 61}{space 4} .1224338{col 74}{space 3} .6505888
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0001664{col 33}{space 2} .0001342{col 44}{space 1}    1.24{col 53}{space 3}0.217{col 61}{space 4}-.0000984{col 74}{space 3} .0004313
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000422{col 33}{space 2} .0005053{col 44}{space 1}   -0.84{col 53}{space 3}0.405{col 61}{space 4}-.0014192{col 74}{space 3} .0005753
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.3619678{col 33}{space 2}   .08783{col 44}{space 1}   -4.12{col 53}{space 3}0.000{col 61}{space 4}-.5352966{col 74}{space 3} -.188639
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-2.67e-07{col 33}{space 2} 6.68e-07{col 44}{space 1}   -0.40{col 53}{space 3}0.690{col 61}{space 4}-1.59e-06{col 74}{space 3} 1.05e-06
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.0936957{col 33}{space 2} .0209954{col 44}{space 1}   -4.46{col 53}{space 3}0.000{col 61}{space 4}-.1351293{col 74}{space 3}-.0522621
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0037395{col 33}{space 2} .0863204{col 44}{space 1}   -0.04{col 53}{space 3}0.965{col 61}{space 4}-.1740891{col 74}{space 3}   .16661
{txt}{space 13}latlon {c |}{col 21}{res}{space 2}-.0015363{col 33}{space 2}  .001692{col 44}{space 1}   -0.91{col 53}{space 3}0.365{col 61}{space 4}-.0048754{col 74}{space 3} .0018029
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2}-.0103269{col 33}{space 2} .4430765{col 44}{space 1}   -0.02{col 53}{space 3}0.981{col 61}{space 4}-.8847194{col 74}{space 3} .8640657
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.3482725{col 33}{space 2} .1365863{col 44}{space 1}   -2.55{col 53}{space 3}0.012{col 61}{space 4}-.6178197{col 74}{space 3}-.0787253
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-.8363011{col 33}{space 2}  .088683{col 44}{space 1}   -9.43{col 53}{space 3}0.000{col 61}{space 4}-1.011313{col 74}{space 3} -.661289
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2} .0375288{col 33}{space 2}  .319008{col 44}{space 1}    0.12{col 53}{space 3}0.906{col 61}{space 4}-.5920197{col 74}{space 3} .6670774
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2}-.0439624{col 33}{space 2} .2980574{col 44}{space 1}   -0.15{col 53}{space 3}0.883{col 61}{space 4}-.6321658{col 74}{space 3} .5442411
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} .2940088{col 33}{space 2} .3149268{col 44}{space 1}    0.93{col 53}{space 3}0.352{col 61}{space 4}-.3274857{col 74}{space 3} .9155033
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .1488228{col 33}{space 2} .3518525{col 44}{space 1}    0.42{col 53}{space 3}0.673{col 61}{space 4} -.545543{col 74}{space 3} .8431887
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.4073957{col 33}{space 2} .3134027{col 44}{space 1}   -1.30{col 53}{space 3}0.195{col 61}{space 4}-1.025883{col 74}{space 3} .2110912
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}-1.830227{col 33}{space 2} .7509653{col 44}{space 1}   -2.44{col 53}{space 3}0.016{col 61}{space 4}-3.312225{col 74}{space 3}-.3482295
{txt}{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2} .0759885{col 33}{space 2} .6430213{col 44}{space 1}    0.12{col 53}{space 3}0.906{col 61}{space 4}-1.192986{col 74}{space 3} 1.344963
{txt}{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}-.1652936{col 33}{space 2} .3964044{col 44}{space 1}   -0.42{col 53}{space 3}0.677{col 61}{space 4}-.9475808{col 74}{space 3} .6169935
{txt}{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} .0685431{col 33}{space 2} .3094757{col 44}{space 1}    0.22{col 53}{space 3}0.825{col 61}{space 4}-.5421941{col 74}{space 3} .6792802
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 12.91576{col 33}{space 2} 1.326513{col 44}{space 1}    9.74{col 53}{space 3}0.000{col 61}{space 4} 10.29794{col 74}{space 3} 15.53357
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       200
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd500a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.781704{col 26}{space 2} .0420806{col 37}{space 1}  113.63{col 46}{space 3}0.000{col 54}{space 4} 4.698659{col 67}{space 3} 4.864748
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.728376{col 26}{space 2} .0351836{col 37}{space 1}  134.39{col 46}{space 3}0.000{col 54}{space 4} 4.658943{col 67}{space 3} 4.797809
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.684423{col 26}{space 2} .0481733{col 37}{space 1}   97.24{col 46}{space 3}0.000{col 54}{space 4} 4.589355{col 67}{space 3} 4.779491
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.649844{col 26}{space 2} .0617889{col 37}{space 1}   75.25{col 46}{space 3}0.000{col 54}{space 4} 4.527906{col 67}{space 3} 4.771781
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.624639{col 26}{space 2} .0700941{col 37}{space 1}   65.98{col 46}{space 3}0.000{col 54}{space 4} 4.486311{col 67}{space 3} 4.762966
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.608808{col 26}{space 2} .0719387{col 37}{space 1}   64.07{col 46}{space 3}0.000{col 54}{space 4}  4.46684{col 67}{space 3} 4.750776
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.602352{col 26}{space 2} .0675081{col 37}{space 1}   68.17{col 46}{space 3}0.000{col 54}{space 4} 4.469127{col 67}{space 3} 4.735576
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.605269{col 26}{space 2} .0582931{col 37}{space 1}   79.00{col 46}{space 3}0.000{col 54}{space 4}  4.49023{col 67}{space 3} 4.720308
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.617561{col 26}{space 2}  .049201{col 37}{space 1}   93.85{col 46}{space 3}0.000{col 54}{space 4} 4.520465{col 67}{space 3} 4.714657
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.639228{col 26}{space 2} .0522828{col 37}{space 1}   88.73{col 46}{space 3}0.000{col 54}{space 4}  4.53605{col 67}{space 3} 4.742406
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.670268{col 26}{space 2} .0763512{col 37}{space 1}   61.17{col 46}{space 3}0.000{col 54}{space 4} 4.519592{col 67}{space 3} 4.820944
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd500a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl500a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl500a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd400a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       118
                                                {txt}{help j_robustsingular:F(17, 98) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.5714
                                                {txt}Root MSE          =    {res} .28712

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd400a {c |}{col 21}{res}{space 2}-.1382559{col 33}{space 2} .4566467{col 44}{space 1}   -0.30{col 53}{space 3}0.763{col 61}{space 4}-1.044456{col 74}{space 3} .7679446
{txt}{space 12}msd400a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd400a#c.msd400a {c |}{col 21}{res}{space 2} .0466739{col 33}{space 2} .4298261{col 44}{space 1}    0.11{col 53}{space 3}0.914{col 61}{space 4} -.806302{col 74}{space 3} .8996498
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1691142{col 33}{space 2}  .262857{col 44}{space 1}    0.64{col 53}{space 3}0.521{col 61}{space 4} -.352517{col 74}{space 3} .6907454
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000523{col 33}{space 2} .0002028{col 44}{space 1}    0.26{col 53}{space 3}0.797{col 61}{space 4}-.0003501{col 74}{space 3} .0004547
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0005441{col 33}{space 2} .0005265{col 44}{space 1}   -1.03{col 53}{space 3}0.304{col 61}{space 4}-.0015888{col 74}{space 3} .0005006
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.3910872{col 33}{space 2} .2108204{col 44}{space 1}   -1.86{col 53}{space 3}0.067{col 61}{space 4}-.8094534{col 74}{space 3} .0272789
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.24e-06{col 33}{space 2} 1.62e-06{col 44}{space 1}   -2.00{col 53}{space 3}0.049{col 61}{space 4}-6.46e-06{col 74}{space 3}-1.87e-08
{txt}{space 16}lat {c |}{col 21}{res}{space 2} -.233306{col 33}{space 2} .1410652{col 44}{space 1}   -1.65{col 53}{space 3}0.101{col 61}{space 4}-.5132453{col 74}{space 3} .0466334
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.1406803{col 33}{space 2} .3078819{col 44}{space 1}   -0.46{col 53}{space 3}0.649{col 61}{space 4}-.7516619{col 74}{space 3} .4703013
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0016534{col 33}{space 2} .0065912{col 44}{space 1}    0.25{col 53}{space 3}0.802{col 61}{space 4}-.0114266{col 74}{space 3} .0147334
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2} .6666264{col 33}{space 2} .5251908{col 44}{space 1}    1.27{col 53}{space 3}0.207{col 61}{space 4}-.3755975{col 74}{space 3}  1.70885
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.1934786{col 33}{space 2} .1513688{col 44}{space 1}   -1.28{col 53}{space 3}0.204{col 61}{space 4} -.493865{col 74}{space 3} .1069078
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-.5886796{col 33}{space 2} .1505363{col 44}{space 1}   -3.91{col 53}{space 3}0.000{col 61}{space 4}-.8874139{col 74}{space 3}-.2899453
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}  .372206{col 33}{space 2} .3802623{col 44}{space 1}    0.98{col 53}{space 3}0.330{col 61}{space 4}-.3824122{col 74}{space 3} 1.126824
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} .1757637{col 33}{space 2} .3257311{col 44}{space 1}    0.54{col 53}{space 3}0.591{col 61}{space 4}-.4706391{col 74}{space 3} .8221664
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} .6844717{col 33}{space 2} .3462229{col 44}{space 1}    1.98{col 53}{space 3}0.051{col 61}{space 4}-.0025963{col 74}{space 3}  1.37154
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .6165288{col 33}{space 2} .4301588{col 44}{space 1}    1.43{col 53}{space 3}0.155{col 61}{space 4}-.2371073{col 74}{space 3} 1.470165
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2} -.106012{col 33}{space 2} .3401329{col 44}{space 1}   -0.31{col 53}{space 3}0.756{col 61}{space 4}-.7809946{col 74}{space 3} .5689706
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} .4059234{col 33}{space 2} .3956357{col 44}{space 1}    1.03{col 53}{space 3}0.307{col 61}{space 4}-.3792028{col 74}{space 3} 1.191049
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 19.22606{col 33}{space 2} 7.516534{col 44}{space 1}    2.56{col 53}{space 3}0.012{col 61}{space 4} 4.309749{col 74}{space 3} 34.14238
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       118
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd400a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.758925{col 26}{space 2} .0808776{col 37}{space 1}   58.84{col 46}{space 3}0.000{col 54}{space 4} 4.598426{col 67}{space 3} 4.919423
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.745566{col 26}{space 2} .0586795{col 37}{space 1}   80.87{col 46}{space 3}0.000{col 54}{space 4} 4.629118{col 67}{space 3} 4.862013
{txt}{space 10}3  {c |}{col 14}{res}{space 2}  4.73314{col 26}{space 2} .0571274{col 37}{space 1}   82.85{col 46}{space 3}0.000{col 54}{space 4} 4.619773{col 67}{space 3} 4.846508
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.721648{col 26}{space 2} .0659685{col 37}{space 1}   71.57{col 46}{space 3}0.000{col 54}{space 4} 4.590736{col 67}{space 3} 4.852561
{txt}{space 10}5  {c |}{col 14}{res}{space 2}  4.71109{col 26}{space 2} .0741717{col 37}{space 1}   63.52{col 46}{space 3}0.000{col 54}{space 4} 4.563899{col 67}{space 3} 4.858281
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.701465{col 26}{space 2}   .07713{col 37}{space 1}   60.96{col 46}{space 3}0.000{col 54}{space 4} 4.548403{col 67}{space 3} 4.854527
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.692774{col 26}{space 2} .0733125{col 37}{space 1}   64.01{col 46}{space 3}0.000{col 54}{space 4} 4.547287{col 67}{space 3}  4.83826
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.685016{col 26}{space 2} .0624656{col 37}{space 1}   75.00{col 46}{space 3}0.000{col 54}{space 4} 4.561055{col 67}{space 3} 4.808977
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.678191{col 26}{space 2} .0457997{col 37}{space 1}  102.14{col 46}{space 3}0.000{col 54}{space 4} 4.587303{col 67}{space 3} 4.769079
{txt}{space 9}10  {c |}{col 14}{res}{space 2}   4.6723{col 26}{space 2} .0311771{col 37}{space 1}  149.86{col 46}{space 3}0.000{col 54}{space 4}  4.61043{col 67}{space 3}  4.73417
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.667343{col 26}{space 2} .0444839{col 37}{space 1}  104.92{col 46}{space 3}0.000{col 54}{space 4} 4.579066{col 67}{space 3} 4.755619
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd400a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl400a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl400a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd300a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       115
                                                {txt}{help j_robustsingular:F(17, 95) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.5854
                                                {txt}Root MSE          =    {res} .28674

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd300a {c |}{col 21}{res}{space 2} .4582363{col 33}{space 2} .3754085{col 44}{space 1}    1.22{col 53}{space 3}0.225{col 61}{space 4}-.2870438{col 74}{space 3} 1.203516
{txt}{space 12}msd300a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd300a#c.msd300a {c |}{col 21}{res}{space 2}-.6290077{col 33}{space 2} .3430127{col 44}{space 1}   -1.83{col 53}{space 3}0.070{col 61}{space 4}-1.309974{col 74}{space 3} .0519587
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1895285{col 33}{space 2} .2611208{col 44}{space 1}    0.73{col 53}{space 3}0.470{col 61}{space 4}-.3288617{col 74}{space 3} .7079188
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2}  .000103{col 33}{space 2} .0001751{col 44}{space 1}    0.59{col 53}{space 3}0.558{col 61}{space 4}-.0002447{col 74}{space 3} .0004507
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0005288{col 33}{space 2} .0005538{col 44}{space 1}   -0.95{col 53}{space 3}0.342{col 61}{space 4}-.0016282{col 74}{space 3} .0005705
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.4123735{col 33}{space 2} .1895946{col 44}{space 1}   -2.18{col 53}{space 3}0.032{col 61}{space 4}-.7887664{col 74}{space 3}-.0359806
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.59e-06{col 33}{space 2} 1.60e-06{col 44}{space 1}   -2.24{col 53}{space 3}0.027{col 61}{space 4}-6.76e-06{col 74}{space 3}-4.12e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.2029579{col 33}{space 2} .1660933{col 44}{space 1}   -1.22{col 53}{space 3}0.225{col 61}{space 4}-.5326948{col 74}{space 3} .1267791
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0690419{col 33}{space 2} .3495166{col 44}{space 1}   -0.20{col 53}{space 3}0.844{col 61}{space 4}  -.76292{col 74}{space 3} .6248362
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0000276{col 33}{space 2} .0077347{col 44}{space 1}    0.00{col 53}{space 3}0.997{col 61}{space 4}-.0153278{col 74}{space 3} .0153829
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2} .5729739{col 33}{space 2} .4587653{col 44}{space 1}    1.25{col 53}{space 3}0.215{col 61}{space 4}-.3377904{col 74}{space 3} 1.483738
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.2224465{col 33}{space 2} .1294849{col 44}{space 1}   -1.72{col 53}{space 3}0.089{col 61}{space 4}-.4795065{col 74}{space 3} .0346135
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2} -.590622{col 33}{space 2} .1488438{col 44}{space 1}   -3.97{col 53}{space 3}0.000{col 61}{space 4}-.8861143{col 74}{space 3}-.2951297
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2} .1648222{col 33}{space 2} .3505853{col 44}{space 1}    0.47{col 53}{space 3}0.639{col 61}{space 4}-.5311776{col 74}{space 3} .8608219
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} .1259857{col 33}{space 2} .3106832{col 44}{space 1}    0.41{col 53}{space 3}0.686{col 61}{space 4}-.4907984{col 74}{space 3} .7427697
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} .5040116{col 33}{space 2} .3016138{col 44}{space 1}    1.67{col 53}{space 3}0.098{col 61}{space 4}-.0947674{col 74}{space 3} 1.102791
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5895545{col 33}{space 2}  .330419{col 44}{space 1}    1.78{col 53}{space 3}0.078{col 61}{space 4}-.0664101{col 74}{space 3} 1.245519
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.1297731{col 33}{space 2} .3284225{col 44}{space 1}   -0.40{col 53}{space 3}0.694{col 61}{space 4}-.7817741{col 74}{space 3} .5222279
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} .3406519{col 33}{space 2} .3085285{col 44}{space 1}    1.10{col 53}{space 3}0.272{col 61}{space 4}-.2718547{col 74}{space 3} .9531585
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2} 18.11055{col 33}{space 2} 8.266123{col 44}{space 1}    2.19{col 53}{space 3}0.031{col 61}{space 4} 1.700219{col 74}{space 3} 34.52087
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       115
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd300a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.784174{col 26}{space 2} .1294784{col 37}{space 1}   36.95{col 46}{space 3}0.000{col 54}{space 4} 4.527127{col 67}{space 3} 5.041221
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.823708{col 26}{space 2}  .112638{col 37}{space 1}   42.82{col 46}{space 3}0.000{col 54}{space 4} 4.600093{col 67}{space 3} 5.047323
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.850661{col 26}{space 2} .1024334{col 37}{space 1}   47.35{col 46}{space 3}0.000{col 54}{space 4} 4.647305{col 67}{space 3} 5.054017
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.865035{col 26}{space 2}  .095914{col 37}{space 1}   50.72{col 46}{space 3}0.000{col 54}{space 4} 4.674621{col 67}{space 3} 5.055448
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.866828{col 26}{space 2} .0900517{col 37}{space 1}   54.04{col 46}{space 3}0.000{col 54}{space 4} 4.688052{col 67}{space 3} 5.045603
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.856041{col 26}{space 2} .0824969{col 37}{space 1}   58.86{col 46}{space 3}0.000{col 54}{space 4} 4.692264{col 67}{space 3} 5.019818
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.832673{col 26}{space 2} .0717974{col 37}{space 1}   67.31{col 46}{space 3}0.000{col 54}{space 4} 4.690138{col 67}{space 3} 4.975209
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.796726{col 26}{space 2} .0574906{col 37}{space 1}   83.43{col 46}{space 3}0.000{col 54}{space 4} 4.682593{col 67}{space 3} 4.910859
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.748199{col 26}{space 2} .0410789{col 37}{space 1}  115.59{col 46}{space 3}0.000{col 54}{space 4} 4.666647{col 67}{space 3} 4.829751
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.687091{col 26}{space 2} .0318593{col 37}{space 1}  147.12{col 46}{space 3}0.000{col 54}{space 4} 4.623842{col 67}{space 3}  4.75034
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.613403{col 26}{space 2} .0477847{col 37}{space 1}   96.55{col 46}{space 3}0.000{col 54}{space 4} 4.518538{col 67}{space 3} 4.708268
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd300a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl300a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl300a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd200a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       114
                                                {txt}{help j_robustsingular:F(17, 94) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.5785
                                                {txt}Root MSE          =    {res}  .2906

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd200a {c |}{col 21}{res}{space 2} .1909108{col 33}{space 2}  .317089{col 44}{space 1}    0.60{col 53}{space 3}0.549{col 61}{space 4}-.4386767{col 74}{space 3} .8204984
{txt}{space 12}msd200a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd200a#c.msd200a {c |}{col 21}{res}{space 2}-.3680726{col 33}{space 2} .2801755{col 44}{space 1}   -1.31{col 53}{space 3}0.192{col 61}{space 4}-.9243676{col 74}{space 3} .1882224
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1528459{col 33}{space 2} .2622133{col 44}{space 1}    0.58{col 53}{space 3}0.561{col 61}{space 4}-.3677848{col 74}{space 3} .6734765
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000985{col 33}{space 2}  .000178{col 44}{space 1}    0.55{col 53}{space 3}0.581{col 61}{space 4}-.0002549{col 74}{space 3}  .000452
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2}-.0007052{col 33}{space 2} .0005786{col 44}{space 1}   -1.22{col 53}{space 3}0.226{col 61}{space 4}-.0018541{col 74}{space 3} .0004437
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.4080769{col 33}{space 2} .1912886{col 44}{space 1}   -2.13{col 53}{space 3}0.036{col 61}{space 4}-.7878848{col 74}{space 3}-.0282689
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.36e-06{col 33}{space 2} 1.64e-06{col 44}{space 1}   -2.05{col 53}{space 3}0.044{col 61}{space 4}-6.62e-06{col 74}{space 3}-9.93e-08
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.2034001{col 33}{space 2} .1760533{col 44}{space 1}   -1.16{col 53}{space 3}0.251{col 61}{space 4}-.5529581{col 74}{space 3} .1461578
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.0799742{col 33}{space 2}  .368879{col 44}{space 1}   -0.22{col 53}{space 3}0.829{col 61}{space 4}-.8123922{col 74}{space 3} .6524438
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0002672{col 33}{space 2} .0082282{col 44}{space 1}    0.03{col 53}{space 3}0.974{col 61}{space 4}  -.01607{col 74}{space 3} .0166045
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2} .5775198{col 33}{space 2} .4824754{col 44}{space 1}    1.20{col 53}{space 3}0.234{col 61}{space 4}-.3804464{col 74}{space 3} 1.535486
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.2276579{col 33}{space 2} .1321916{col 44}{space 1}   -1.72{col 53}{space 3}0.088{col 61}{space 4}-.4901275{col 74}{space 3} .0348117
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-.5928357{col 33}{space 2} .1571371{col 44}{space 1}   -3.77{col 53}{space 3}0.000{col 61}{space 4} -.904835{col 74}{space 3}-.2808363
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2} .1709307{col 33}{space 2} .3772521{col 44}{space 1}    0.45{col 53}{space 3}0.652{col 61}{space 4}-.5781122{col 74}{space 3} .9199736
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} .1307837{col 33}{space 2}  .316624{col 44}{space 1}    0.41{col 53}{space 3}0.681{col 61}{space 4}-.4978808{col 74}{space 3} .7594481
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} .5107304{col 33}{space 2} .3316104{col 44}{space 1}    1.54{col 53}{space 3}0.127{col 61}{space 4}-.1476898{col 74}{space 3} 1.169151
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .5584348{col 33}{space 2} .3391707{col 44}{space 1}    1.65{col 53}{space 3}0.103{col 61}{space 4}-.1149965{col 74}{space 3} 1.231866
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2} -.142331{col 33}{space 2} .3288547{col 44}{space 1}   -0.43{col 53}{space 3}0.666{col 61}{space 4}-.7952796{col 74}{space 3} .5106177
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} .3201603{col 33}{space 2} .3195465{col 44}{space 1}    1.00{col 53}{space 3}0.319{col 61}{space 4}-.3143069{col 74}{space 3} .9546274
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2}  18.1692{col 33}{space 2} 8.604958{col 44}{space 1}    2.11{col 53}{space 3}0.037{col 61}{space 4}  1.08385{col 74}{space 3} 35.25454
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       114
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd200a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.805226{col 26}{space 2} .1642927{col 37}{space 1}   29.25{col 46}{space 3}0.000{col 54}{space 4} 4.479019{col 67}{space 3} 5.131433
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 4.820636{col 26}{space 2}  .147257{col 37}{space 1}   32.74{col 46}{space 3}0.000{col 54}{space 4} 4.528254{col 67}{space 3} 5.113019
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 4.828685{col 26}{space 2} .1325814{col 37}{space 1}   36.42{col 46}{space 3}0.000{col 54}{space 4} 4.565442{col 67}{space 3} 5.091929
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 4.829373{col 26}{space 2} .1188939{col 37}{space 1}   40.62{col 46}{space 3}0.000{col 54}{space 4} 4.593306{col 67}{space 3} 5.065439
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 4.822699{col 26}{space 2} .1049328{col 37}{space 1}   45.96{col 46}{space 3}0.000{col 54}{space 4} 4.614352{col 67}{space 3} 5.031045
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 4.808663{col 26}{space 2}  .089689{col 37}{space 1}   53.61{col 46}{space 3}0.000{col 54}{space 4} 4.630584{col 67}{space 3} 4.986743
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 4.787266{col 26}{space 2} .0725583{col 37}{space 1}   65.98{col 46}{space 3}0.000{col 54}{space 4}   4.6432{col 67}{space 3} 4.931333
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 4.758508{col 26}{space 2} .0537618{col 37}{space 1}   88.51{col 46}{space 3}0.000{col 54}{space 4} 4.651763{col 67}{space 3} 4.865253
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 4.722388{col 26}{space 2} .0364288{col 37}{space 1}  129.63{col 46}{space 3}0.000{col 54}{space 4} 4.650058{col 67}{space 3} 4.794718
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.678907{col 26}{space 2} .0341958{col 37}{space 1}  136.83{col 46}{space 3}0.000{col 54}{space 4}  4.61101{col 67}{space 3} 4.746803
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.628064{col 26}{space 2} .0565691{col 37}{space 1}   81.81{col 46}{space 3}0.000{col 54}{space 4} 4.515745{col 67}{space 3} 4.740384
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd200a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl200a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl200a.gph saved)
i.entity_id2000{col 19}_Ientity_id_0-9603{col 39}(naturally coded; _Ientity_id_0 omitted)
{p 0 6 2}note: msd100a omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_68 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_892 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1122 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1225 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1349 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_1423 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2054 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2115 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2160 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2344 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2621 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_2750 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3088 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_3852 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4029 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4117 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4131 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4218 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4490 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_4705 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5162 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5170 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5599 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5666 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5671 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_5672 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_6532 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_7747 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_8246 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9479 omitted because of collinearity{p_end}
{p 0 6 2}note: _Ientity_id_9603 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}       110
                                                {txt}{help j_robustsingular:F(17, 90) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.5925
                                                {txt}Root MSE          =    {res} .29086

{txt}{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}         revimpfree{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}msd100a {c |}{col 21}{res}{space 2} 2.711798{col 33}{space 2} .7954329{col 44}{space 1}    3.41{col 53}{space 3}0.001{col 61}{space 4} 1.131532{col 74}{space 3} 4.292065
{txt}{space 12}msd100a {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 19} {c |}
c.msd100a#c.msd100a {c |}{col 21}{res}{space 2}-2.869699{col 33}{space 2} .8461499{col 44}{space 1}   -3.39{col 53}{space 3}0.001{col 61}{space 4}-4.550723{col 74}{space 3}-1.188674
{txt}{space 19} {c |}
{space 4}ramankutty_mean {c |}{col 21}{res}{space 2} .1449238{col 33}{space 2} .2588135{col 44}{space 1}    0.56{col 53}{space 3}0.577{col 61}{space 4}-.3692543{col 74}{space 3}  .659102
{txt}{space 5}elevation_mean {c |}{col 21}{res}{space 2} .0000874{col 33}{space 2} .0001788{col 44}{space 1}    0.49{col 53}{space 3}0.626{col 61}{space 4}-.0002679{col 74}{space 3} .0004426
{txt}{space 10}riverdist {c |}{col 21}{res}{space 2} -.000798{col 33}{space 2} .0005913{col 44}{space 1}   -1.35{col 53}{space 3}0.181{col 61}{space 4}-.0019728{col 74}{space 3} .0003768
{txt}{space 10}agricdate {c |}{col 21}{res}{space 2}-.4018115{col 33}{space 2} .1940628{col 44}{space 1}   -2.07{col 53}{space 3}0.041{col 61}{space 4}-.7873512{col 74}{space 3}-.0162719
{txt}{space 10}dist2city {c |}{col 21}{res}{space 2}-3.94e-06{col 33}{space 2} 1.61e-06{col 44}{space 1}   -2.44{col 53}{space 3}0.017{col 61}{space 4}-7.14e-06{col 74}{space 3}-7.28e-07
{txt}{space 16}lat {c |}{col 21}{res}{space 2}-.2310024{col 33}{space 2} .1736013{col 44}{space 1}   -1.33{col 53}{space 3}0.187{col 61}{space 4}-.5758916{col 74}{space 3} .1138868
{txt}{space 16}lon {c |}{col 21}{res}{space 2}-.1095459{col 33}{space 2} .3601856{col 44}{space 1}   -0.30{col 53}{space 3}0.762{col 61}{space 4}-.8251175{col 74}{space 3} .6060257
{txt}{space 13}latlon {c |}{col 21}{res}{space 2} .0008615{col 33}{space 2} .0079899{col 44}{space 1}    0.11{col 53}{space 3}0.914{col 61}{space 4}-.0150118{col 74}{space 3} .0167348
{txt}{space 5}_Ientity_id_35 {c |}{col 21}{res}{space 2} .7037045{col 33}{space 2} .4869094{col 44}{space 1}    1.45{col 53}{space 3}0.152{col 61}{space 4} -.263626{col 74}{space 3} 1.671035
{txt}{space 5}_Ientity_id_55 {c |}{col 21}{res}{space 2}-.1962092{col 33}{space 2} .1316079{col 44}{space 1}   -1.49{col 53}{space 3}0.139{col 61}{space 4}-.4576712{col 74}{space 3} .0652528
{txt}{space 5}_Ientity_id_68 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 4}_Ientity_id_182 {c |}{col 21}{res}{space 2}-.5396936{col 33}{space 2}  .155019{col 44}{space 1}   -3.48{col 53}{space 3}0.001{col 61}{space 4}-.8476659{col 74}{space 3}-.2317212
{txt}{space 4}_Ientity_id_892 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1122 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1225 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1349 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1423 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_1523 {c |}{col 21}{res}{space 2}  .118154{col 33}{space 2} .3933167{col 44}{space 1}    0.30{col 53}{space 3}0.765{col 61}{space 4}-.6632382{col 74}{space 3} .8995462
{txt}{space 3}_Ientity_id_1663 {c |}{col 21}{res}{space 2} .1710918{col 33}{space 2}  .323092{col 44}{space 1}    0.53{col 53}{space 3}0.598{col 61}{space 4} -.470787{col 74}{space 3} .8129705
{txt}{space 3}_Ientity_id_2054 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2115 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2160 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2344 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2621 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_2669 {c |}{col 21}{res}{space 2} .5919298{col 33}{space 2} .3449133{col 44}{space 1}    1.72{col 53}{space 3}0.090{col 61}{space 4}-.0933006{col 74}{space 3}  1.27716
{txt}{space 3}_Ientity_id_2750 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3088 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_3852 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4029 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4117 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4131 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4218 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4490 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_4705 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5162 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5170 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5599 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5666 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5671 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5672 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_5689 {c |}{col 21}{res}{space 2} .6342351{col 33}{space 2} .3420264{col 44}{space 1}    1.85{col 53}{space 3}0.067{col 61}{space 4}-.0452601{col 74}{space 3}  1.31373
{txt}{space 3}_Ientity_id_6084 {c |}{col 21}{res}{space 2}-.0827199{col 33}{space 2} .3263682{col 44}{space 1}   -0.25{col 53}{space 3}0.800{col 61}{space 4}-.7311074{col 74}{space 3} .5656675
{txt}{space 3}_Ientity_id_6532 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_7747 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_8246 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9479 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 3}_Ientity_id_9602 {c |}{col 21}{res}{space 2} .3706718{col 33}{space 2} .3236786{col 44}{space 1}    1.15{col 53}{space 3}0.255{col 61}{space 4}-.2723723{col 74}{space 3} 1.013716
{txt}{space 3}_Ientity_id_9603 {c |}{col 21}{res}{space 2}        0{col 33}{txt}  (omitted)
{space 14}_cons {c |}{col 21}{res}{space 2}  19.3894{col 33}{space 2} 8.565549{col 44}{space 1}    2.26{col 53}{space 3}0.026{col 61}{space 4} 2.372443{col 74}{space 3} 36.40636
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}       110
{txt}Model VCE{col 14}: {res}Robust

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Linear prediction, predict()}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 10}0}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.1}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:3._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.2}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:4._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.3}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:5._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.4}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:6._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.5}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:7._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.6}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:8._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.7}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:9._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.8}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:10._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 9}.9}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:11._at}:{space 1}{res:{txt:msd100a}{space 9}{txt:=} {space 10}1}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}_at {c |}
{space 10}1  {c |}{col 14}{res}{space 2} 4.786645{col 26}{space 2} .1061389{col 37}{space 1}   45.10{col 46}{space 3}0.000{col 54}{space 4} 4.575781{col 67}{space 3} 4.997508
{txt}{space 10}2  {c |}{col 14}{res}{space 2} 5.029128{col 26}{space 2} .1353608{col 37}{space 1}   37.15{col 46}{space 3}0.000{col 54}{space 4}  4.76021{col 67}{space 3} 5.298045
{txt}{space 10}3  {c |}{col 14}{res}{space 2} 5.214216{col 26}{space 2}  .173076{col 37}{space 1}   30.13{col 46}{space 3}0.000{col 54}{space 4} 4.870371{col 67}{space 3} 5.558062
{txt}{space 10}4  {c |}{col 14}{res}{space 2} 5.341911{col 26}{space 2} .2019519{col 37}{space 1}   26.45{col 46}{space 3}0.000{col 54}{space 4} 4.940699{col 67}{space 3} 5.743124
{txt}{space 10}5  {c |}{col 14}{res}{space 2} 5.412212{col 26}{space 2} .2171395{col 37}{space 1}   24.93{col 46}{space 3}0.000{col 54}{space 4} 4.980827{col 67}{space 3} 5.843598
{txt}{space 10}6  {c |}{col 14}{res}{space 2} 5.425119{col 26}{space 2}  .217043{col 37}{space 1}   25.00{col 46}{space 3}0.000{col 54}{space 4} 4.993925{col 67}{space 3} 5.856313
{txt}{space 10}7  {c |}{col 14}{res}{space 2} 5.380632{col 26}{space 2}  .201084{col 37}{space 1}   26.76{col 46}{space 3}0.000{col 54}{space 4} 4.981144{col 67}{space 3} 5.780121
{txt}{space 10}8  {c |}{col 14}{res}{space 2} 5.278751{col 26}{space 2} .1691892{col 37}{space 1}   31.20{col 46}{space 3}0.000{col 54}{space 4} 4.942627{col 67}{space 3} 5.614875
{txt}{space 10}9  {c |}{col 14}{res}{space 2} 5.119476{col 26}{space 2} .1220278{col 37}{space 1}   41.95{col 46}{space 3}0.000{col 54}{space 4} 4.877047{col 67}{space 3} 5.361906
{txt}{space 9}10  {c |}{col 14}{res}{space 2} 4.902807{col 26}{space 2} .0645208{col 37}{space 1}   75.99{col 46}{space 3}0.000{col 54}{space 4} 4.774626{col 67}{space 3} 5.030989
{txt}{space 9}11  {c |}{col 14}{res}{space 2} 4.628745{col 26}{space 2}  .055593{col 37}{space 1}   83.26{col 46}{space 3}0.000{col 54}{space 4} 4.518299{col 67}{space 3}  4.73919
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{text}{p 2 6 2}Variables that uniquely identify margins: msd100a{p_end}
{res}{txt}(note: file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl100a.gph not found)
{res}{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrl100a.gph saved)

{com}. 
. graph combine ///
> "$resultspath/QEctrl1900a.gph" ///
> "$resultspath/QEctrl1800a.gph" ///
> "$resultspath/QEctrl1700a.gph" ///
> "$resultspath/QEctrl1600a.gph" ///
> "$resultspath/QEctrl1500a.gph" ///
> "$resultspath/QEctrl1400a.gph" ///
> "$resultspath/QEctrl1300a.gph" ///
> "$resultspath/QEctrl1200a.gph" ///
> "$resultspath/QEctrl1100a.gph" ///
> "$resultspath/QEctrl1000a.gph" ///
> "$resultspath/QEctrl900a.gph" ///
> "$resultspath/QEctrl800a.gph" ///
> "$resultspath/QEctrl700a.gph" ///
> "$resultspath/QEctrl600a.gph" ///
> "$resultspath/QEctrl500a.gph" ///
> "$resultspath/QEctrl400a.gph" ///
> "$resultspath/QEctrl300a.gph" ///
> "$resultspath/QEctrl200a.gph" ///
> "$resultspath/QEctrl100a.gph" ///
> , ///
> title("Quadratic Relationship Over Time") ///
> l1title("2010 Control Levels", size (medsmall) )  ///
> b1title("Mean State Duration", size(medsmall))  ///
> rows(3) cols (7) scheme(s1mono)
{res}{txt}
{com}. 
. graph export "$resultspath/QEctrlCombA.png", as(png) replace
{txt}(file C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/QEctrlCombA.png written in PNG format)

{com}. 
. 
. local years1 1900 1800 1700 1600 1500 1400 1300 1200 1100 1000 900 800 700 600 500 400 300 200 100
{txt}
{com}. foreach i of local years1 {c -(}
{txt}  2{com}. 
. rm "$resultspath/QEctrl`i'a.gph"
{txt}  3{com}. 
. {c )-}
{txt}
{com}. 
. 
. 
. ********************************************************************************
. * Table 6
. ********************************************************************************
. 
. * generate constant time var
. cap drop year 
{txt}
{com}. cap drop _merge
{txt}
{com}. gen year = 2000
{txt}
{com}. 
. * rename dv bcoz of length
. ren loggdp2010percapita_maxarea dv
{res}{txt}
{com}. * rename lat lon bcoz they are reserved in conley code
. ren lat y
{res}{txt}
{com}. ren lon x
{res}{txt}
{com}. * create copies of lat and lon bcoz cannot use the same var in conley code
. gen latitude = y
{txt}
{com}. gen longitude = x
{txt}
{com}. 
. eststo clear
{txt}
{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}          dv{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}iv2000a {c |}{col 14}{res}{space 2} .9437078{col 26}{space 2} .2690945{col 37}{space 1}    3.51{col 46}{space 3}0.000{col 54}{space 4} .4160231{col 67}{space 3} 1.471392
{txt}{space 3}SQiv2000a {c |}{col 14}{res}{space 2}-1.327264{col 26}{space 2}  .318223{col 37}{space 1}   -4.17{col 46}{space 3}0.000{col 54}{space 4}-1.951288{col 67}{space 3}-.7032401
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est1{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2} 1.005801{col 29}{space 2} .2670287{col 40}{space 1}    3.77{col 49}{space 3}0.000{col 57}{space 4} .4821599{col 70}{space 3} 1.529442
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.419869{col 29}{space 2} .3178809{col 40}{space 1}   -4.47{col 49}{space 3}0.000{col 57}{space 4}-2.043231{col 70}{space 3}-.7965076
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .0247738{col 29}{space 2} .0449357{col 40}{space 1}    0.55{col 49}{space 3}0.581{col 57}{space 4}-.0633447{col 70}{space 3} .1128922
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean elevation_mean
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2} 1.053503{col 29}{space 2} .2641207{col 40}{space 1}    3.99{col 49}{space 3}0.000{col 57}{space 4} .5355642{col 70}{space 3} 1.571441
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.472747{col 29}{space 2} .3142366{col 40}{space 1}   -4.69{col 49}{space 3}0.000{col 57}{space 4}-2.088962{col 70}{space 3}-.8565315
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .0481879{col 29}{space 2} .0411051{col 40}{space 1}    1.17{col 49}{space 3}0.241{col 57}{space 4} -.032419{col 70}{space 3} .1287947
{txt}{space 1}elevation_mean {c |}{col 17}{res}{space 2} .0000511{col 29}{space 2} .0000353{col 40}{space 1}    1.45{col 49}{space 3}0.147{col 57}{space 4} -.000018{col 70}{space 3} .0001203
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est3{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2} 1.154519{col 29}{space 2} .2650674{col 40}{space 1}    4.36{col 49}{space 3}0.000{col 57}{space 4} .6347241{col 70}{space 3} 1.674314
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.604926{col 29}{space 2} .3171435{col 40}{space 1}   -5.06{col 49}{space 3}0.000{col 57}{space 4}-2.226842{col 70}{space 3}-.9830098
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .0554258{col 29}{space 2} .0404838{col 40}{space 1}    1.37{col 49}{space 3}0.171{col 57}{space 4}-.0239627{col 70}{space 3} .1348142
{txt}{space 1}elevation_mean {c |}{col 17}{res}{space 2} .0000882{col 29}{space 2} .0000345{col 40}{space 1}    2.55{col 49}{space 3}0.011{col 57}{space 4} .0000204{col 70}{space 3} .0001559
{txt}{space 6}riverdist {c |}{col 17}{res}{space 2}-.0004247{col 29}{space 2} .0001133{col 40}{space 1}   -3.75{col 49}{space 3}0.000{col 57}{space 4}-.0006469{col 70}{space 3}-.0002024
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2} 1.157441{col 29}{space 2} .2717717{col 40}{space 1}    4.26{col 49}{space 3}0.000{col 57}{space 4} .6244871{col 70}{space 3} 1.690394
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.630694{col 29}{space 2} .3131865{col 40}{space 1}   -5.21{col 49}{space 3}0.000{col 57}{space 4}-2.244864{col 70}{space 3}-1.016524
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .0667653{col 29}{space 2} .0421542{col 40}{space 1}    1.58{col 49}{space 3}0.113{col 57}{space 4}-.0159006{col 70}{space 3} .1494313
{txt}{space 1}elevation_mean {c |}{col 17}{res}{space 2} .0000942{col 29}{space 2} .0000366{col 40}{space 1}    2.58{col 49}{space 3}0.010{col 57}{space 4} .0000225{col 70}{space 3} .0001658
{txt}{space 6}riverdist {c |}{col 17}{res}{space 2}-.0004085{col 29}{space 2} .0001151{col 40}{space 1}   -3.55{col 49}{space 3}0.000{col 57}{space 4}-.0006341{col 70}{space 3}-.0001828
{txt}{space 6}agricdate {c |}{col 17}{res}{space 2}-.0003037{col 29}{space 2}  .035459{col 40}{space 1}   -0.01{col 49}{space 3}0.993{col 57}{space 4}  -.06984{col 70}{space 3} .0692325
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est5{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city , ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate dist2city
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2} 1.119236{col 29}{space 2} .2756017{col 40}{space 1}    4.06{col 49}{space 3}0.000{col 57}{space 4} .5787717{col 70}{space 3} 1.659701
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.579224{col 29}{space 2} .3177174{col 40}{space 1}   -4.97{col 49}{space 3}0.000{col 57}{space 4}-2.202279{col 70}{space 3}-.9561689
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .0510313{col 29}{space 2} .0443638{col 40}{space 1}    1.15{col 49}{space 3}0.250{col 57}{space 4}-.0359677{col 70}{space 3} .1380304
{txt}{space 1}elevation_mean {c |}{col 17}{res}{space 2} .0000916{col 29}{space 2} .0000365{col 40}{space 1}    2.51{col 49}{space 3}0.012{col 57}{space 4} .0000199{col 70}{space 3} .0001632
{txt}{space 6}riverdist {c |}{col 17}{res}{space 2}-.0004173{col 29}{space 2} .0001144{col 40}{space 1}   -3.65{col 49}{space 3}0.000{col 57}{space 4}-.0006417{col 70}{space 3} -.000193
{txt}{space 6}agricdate {c |}{col 17}{res}{space 2}-.0010309{col 29}{space 2} .0357696{col 40}{space 1}   -0.03{col 49}{space 3}0.977{col 57}{space 4}-.0711763{col 70}{space 3} .0691145
{txt}{space 6}dist2city {c |}{col 17}{res}{space 2}-2.69e-07{col 29}{space 2} 1.81e-07{col 40}{space 1}   -1.49{col 49}{space 3}0.137{col 57}{space 4}-6.24e-07{col 70}{space 3} 8.59e-08
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est6{txt} stored)

{com}. 
. eststo: reg2hdfespatial dv iv2000a SQiv2000a ///
> ramankutty_mean elevation_mean riverdist agricdate dist2city latlon latitude longitude, ///
> timevar(year) panelvar(entity_id2000) lat(y) lon(x) distcutoff(200) lagcutoff(0)
{res}{txt} 
OLS REGRESSION
 
SE CORRECTED FOR CROSS-SECTIONAL SPATIAL DEPENDANCE
             AND PANEL-SPECIFIC SERIAL CORRELATION
 
DEPENDANT VARIABLE: dv
INDEPENDANT VARIABLES:  iv2000a SQiv2000a ramankutty_mean elevation_mean riverdist agricdate dist2city latlon latitude longitude
 
SPATIAL CORRELATION KERNAL CUTOFF: 200 KM
(NOTE: LINEAR BARTLETT WINDOW USED FOR SPATIAL KERNAL)
SERIAL CORRELATION KERNAL CUTOFF: 0 PERIODS
{res}{txt}{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             dv{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}iv2000a {c |}{col 17}{res}{space 2}  .867678{col 29}{space 2} .2801904{col 40}{space 1}    3.10{col 49}{space 3}0.002{col 57}{space 4} .3182144{col 70}{space 3} 1.417142
{txt}{space 6}SQiv2000a {c |}{col 17}{res}{space 2}-1.390291{col 29}{space 2} .3279257{col 40}{space 1}   -4.24{col 49}{space 3}0.000{col 57}{space 4}-2.033365{col 70}{space 3}-.7472166
{txt}ramankutty_mean {c |}{col 17}{res}{space 2} .1281484{col 29}{space 2} .0439038{col 40}{space 1}    2.92{col 49}{space 3}0.004{col 57}{space 4} .0420515{col 70}{space 3} .2142453
{txt}{space 1}elevation_mean {c |}{col 17}{res}{space 2} .0001041{col 29}{space 2} .0000367{col 40}{space 1}    2.84{col 49}{space 3}0.005{col 57}{space 4} .0000321{col 70}{space 3}  .000176
{txt}{space 6}riverdist {c |}{col 17}{res}{space 2}-.0003611{col 29}{space 2} .0001164{col 40}{space 1}   -3.10{col 49}{space 3}0.002{col 57}{space 4}-.0005894{col 70}{space 3}-.0001329
{txt}{space 6}agricdate {c |}{col 17}{res}{space 2} .0481597{col 29}{space 2} .0363727{col 40}{space 1}    1.32{col 49}{space 3}0.186{col 57}{space 4}-.0231686{col 70}{space 3} .1194879
{txt}{space 6}dist2city {c |}{col 17}{res}{space 2}-4.47e-07{col 29}{space 2} 1.88e-07{col 40}{space 1}   -2.37{col 49}{space 3}0.018{col 57}{space 4}-8.16e-07{col 70}{space 3}-7.78e-08
{txt}{space 9}latlon {c |}{col 17}{res}{space 2}-.0005677{col 29}{space 2} .0004731{col 40}{space 1}   -1.20{col 49}{space 3}0.230{col 57}{space 4}-.0014955{col 70}{space 3} .0003601
{txt}{space 7}latitude {c |}{col 17}{res}{space 2} .0216719{col 29}{space 2} .0072293{col 40}{space 1}    3.00{col 49}{space 3}0.003{col 57}{space 4} .0074949{col 70}{space 3} .0358489
{txt}{space 6}longitude {c |}{col 17}{res}{space 2} .0157933{col 29}{space 2}  .023846{col 40}{space 1}    0.66{col 49}{space 3}0.508{col 57}{space 4}-.0309696{col 70}{space 3} .0625561
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}C:\Users\Christopher Paik\Documents
{txt}({res}est7{txt} stored)

{com}. 
. 
. esttab using "$resultspath/robust4.tex", booktabs label replace ///
> compress nomtitles nogaps ///
> nodepvars se(3) b(3) ///
> stats(N, labels(Observations) fmt(0 3))  ///
> star(* 0.10 ** 0.05 *** 0.01) ///
> indicate("Agricultural Suitability = ramankutty_mean" "Elevation = elevation_mean" ///
> "Distance to Water = riverdist" "Agri Adoption = agricdate" "Distance to City = dist2city" ///
> "Latitude = latitude" "Longitude = longitude" "Lat*Lon = latlon" , label($\checkmark$ ))        ///
> nonotes
{res}{txt}(output written to {browse  `"C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication/robust4.tex"'})

{com}. 
. 
. eststo clear
{txt}
{com}. 
. 
. 
. STOP
{err}command {bf}STOP{sf} is unrecognized
{txt}{search r(199), local:r(199);}

end of do-file

{search r(199), local:r(199);}

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\Christopher Paik\Dropbox\EmpireGIS\Paper\Replication\replication_logfile.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}21 Jan 2019, 22:16:56
{txt}{.-}
{smcl}
{txt}{sf}{ul off}